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Rank.ai Index

Most cited pages in data integration answers

161 source pages ranked by how often AI answers cite them.
Recorded Sep 22, 2026Rotating scheduleSource: Rank.ai's prompt benchmark: fixed buying questions put to the OpenAI, Anthropic and Google model APIs, with Rank.ai's web searchHow this board is measuredCSV / JSON

14.6%

domo.com/learn/article/data-integration-platforms ranks first

Cited answer coverage

161

Source pages ranked

Sep 22

Snapshot recorded

2026 · Rotating schedule

48

Answers behind each row

From the OpenAI, Anthropic and Google model APIs

Follow changes

All 161 source pages by cited answer coverage

domo.com/learn/article/data-integration-platforms leads at 14.6%; the middle of the board sits at 2.1%.

Ahead of second place
2.1%
Held by the top three
8%
Middle of the board
2.1%
Below half the leader
159 of 161
Highest 14.6%Middle 2.1%
1. domo.com/learn/article/data-integration-platforms: 14.6%2. skyvia.com/blog/data-integration-tools/: 12.5%3. peliqan.io/blog/data-integration-tools/: 6.3%4. fivetran.com/learn/data-integration-platforms: 6.3%5. fivetran.com/learn/data-integration-tools: 6.3%6. improvado.io/blog/best-data-integration-tools: 6.3%7. funnel.io/blog/data-integration-solutions: 4.2%8. qlik.com/us/data-integration-platforms: 4.2%9. datagalaxy.com/en/blog/3-observability-metrics-data-pipelines/: 4.2%10. gartner.com/en/documents/6862867: 4.2%11. integrate.io/blog/best-etl-tools-for-batch-streaming-data/: 4.2%12. integrate.io/blog/etl-platforms-built-in-data-governance-lineage/: 4.2%13. tapdata.io/articles/comparing-data-integration-tool-pricing-cost-value-affordability/: 4.2%14. domo.com/learn/article/data-capture-cdc-tools: 4.2%15. teradata.com/insights/data-platform/how-data-consolidation-can-drive-business-growth: 4.2%16. unito.io/blog/integration-platform-pricing-models/: 4.2%17. linkedin.com/pulse/vendor-lock-in-integration-platforms-risks-committing-proprietary-matbf: 4.2%18. estuary.dev/blog/the-costs-of-data-integration-explained-and-how-to-minimize-them/: 4.2%19. konghq.com/blog/learning-center/vendor-lock-in: 4.2%20. rapidionline.com/blog/data-integration-tools: 4.2%21. gartner.com/reviews/market/data-integration-tools: 4.2%22. stacksync.com/blog/best-data-integration-tools-for-small-business-and-mid-market: 4.2%23. stacksync.com/blog/10-best-data-integration-platforms-for-unified-business-data: 4.2%24. aerospike.com/blog/vendor-lock-in/: 2.1%25. automationatlas.io/tools/airbyte: 2.1%26. balachandar-paulraj.medium.com/airbyte-spotlight-the-open-source-solution-for-data-integration-features-benefits-and-6ac7ec1876d9: 2.1%27. bladepipe.com/blog/data_insights/top_cdc_tool/: 2.1%28. blog.nashtechglobal.com/dbt-for-data-engineers-how-to-transform-test-and-document-data-effortlessly/: 2.1%29. coneksion.com/blog/15-awesome-data-integration-vendors: 2.1%30. domo.com/learn/article/best-data-pipeline-tools: 2.1%31. domo.com/learn/article/data-sync-platforms: 2.1%32. g2.com/discussions/what-are-the-top-rated-big-data-integration-solutions-for-cloud-migration: 2.1%33. matillion.com/blog/what-is-data-consolidation: 2.1%34. matillion.com/learn/blog/data-pipeline-tools: 2.1%35. metaplane.dev/blog/data-freshness-definition-examples: 2.1%36. mydbsync.com/blogs/data-integration-tools-comparison: 2.1%37. pantomath.com/guide-data-observability/data-pipeline-monitoring: 2.1%38. reddit.com/r/ETL/comments/1kqcp6e/top_etl_tools_for_earlystage_startups_preferably/: 2.1%39. reddit.com/r/dataengineering/comments/16qvb2t/pricing_options_for_data_integration/: 2.1%40. rivery.io/data-learning-center/data-integration-guide/: 2.1%41. salesforce.com/data/connectivity/pipeline/: 2.1%42. skyvia.com/blog/best-data-pipeline-tools/: 2.1%43. streamkap.com/resources-and-guides/best-cdc-tools-compared: 2.1%44. streamkap.com/resources-and-guides/schema-drift-detection: 2.1%45. zairalabs.ai/guide/tools/dbt-oss/: 2.1%46. airbyte.com/top-etl-tools-for-sources/best-data-pipeline-tools: 2.1%47. boomi.com/blog/real-time-vs-batch-data-integration-choosing-the-right-approach/: 2.1%48. brcci.org/blog/critical-analysis-of-vendor-lock-in-and-its-impact-on-cloud-computing-migration-a-business-perspective/: 2.1%49. celigo.com/blog/schema-drift/: 2.1%50. cloudeagle.ai/resources/glossaries/what-is-vendor-lock-in: 2.1%51. cribl.io/glossary/data-consolidation/: 2.1%52. domo.com/glossary/data-pipeline: 2.1%53. exalate.com/blog/real-time-data-synchronization/: 2.1%54. g2.com/discussions/what-are-the-top-big-data-integration-tools-for-hybrid-environments: 2.1%55. getdbt.com/blog/data-transformation: 2.1%56. github.com/airbytehq/airbyte: 2.1%57. hevodata.com/learn/etl-tools-for-startups/: 2.1%58. improvado.io/blog/enterprise-data-integration: 2.1%59. integrate.io/blog/top-cdc-tools/: 2.1%60. konfirmity.com/blog/soc-2-data-residency: 2.1%61. meltano.com/blog/modern-data-integrations-tools-roundup: 2.1%62. modern-datatools.com/tools/dbt-data-build-tool: 2.1%63. nexla.com/blog/top-10-data-integration-tools/: 2.1%64. orchesty.io/: 2.1%65. perceptive-analytics.com/top-data-integration-platforms-with-compliance-and-audit-expertise/: 2.1%66. rudderstack.com/blog/best-data-pipeline-tools/: 2.1%67. skyvia.com/blog/best-data-integration-software-for-startups/: 2.1%68. solutionsreview.com/data-integration/the-best-data-transformation-tools-and-software/: 2.1%69. striim.com/blog/data-governance-tools-2025-compare-the-top-9-solutions/: 2.1%70. tapclicks.com/blog/best-data-integration-tools: 2.1%71. airbyte.com/blog/airbyte-cloud-vs-open-source-vs-enterprise: 2.1%72. atlan.com/data-pipeline-monitoring/: 2.1%73. barc.com/reviews/data-pipelining-etl-elt/: 2.1%74. bmc.com/blogs/vendor-lock-in/: 2.1%75. cpl.thalesgroup.com/encryption/data-security-platform: 2.1%76. erstudio.com/blog/enterprise-data-governance-tools/: 2.1%77. estuary.dev/blog/best-marketing-sales-apis-data-integration/: 2.1%78. fivetran.com/learn/cdc-tools: 2.1%79. hevodata.com/blog/data-pipeline-tools-list/: 2.1%80. integrate.io/blog/best-etl-tools-for-data-integration/: 2.1%81. integrate.io/blog/schema-drift/: 2.1%82. kanerika.com/blogs/data-consolidation/: 2.1%83. link.springer.com/article/10.1186/s13677-016-0054-z: 2.1%84. nanopim.com/post/data-synchronization-tools: 2.1%85. quora.com/What-are-some-affordable-and-user-friendly-ETL-ELT-tools-for-startup-companies: 2.1%86. reddit.com/r/ETL/comments/1rzqe72/data_integration_tools_what_are_people_actually/: 2.1%87. smile.eu/en/publications-and-events/dbt-pillar-modern-data-transformation: 2.1%88. stripe.com/resources/more/what-is-a-data-pipeline: 2.1%89. topetl.com/blog/best-9-observability-driven-data-integration-frameworks: 2.1%90. topetl.com/blog/best-change-data-capture-cdc-tools-etl-platforms: 2.1%91. zairalabs.ai/guide/tools/dbt-cloud/: 2.1%92. airbyte.com/data-engineering-resources/open-source-data-integration-tools: 2.1%93. bladepipe.com/blog/data_insights/best_etl_tool_for_small_business/: 2.1%94. celigo.com/blog/data-integration-tools/: 2.1%95. cometly.com/post/marketing-data-warehouse-platform: 2.1%96. coworker.ai/blog/best-enterprise-data-integration-platforms: 2.1%97. domo.com/learn/article/data-integration-best-practices: 2.1%98. estuary.dev/blog/schema-drift-in-snowflake-pipelines/: 2.1%99. fivetran.com/learn/best-data-pipeline-tools: 2.1%100. fivetran.com/use-case/analytics: 2.1%101. getorchestra.io/guides/dbt-on-snowflake-a-comprehensive-guide-to-data-transformation: 2.1%102. hevodata.com/learn/best-cdc-tools/: 2.1%103. integrate.io/blog/data-ingestion-pricing-model/: 2.1%104. integrate.io/blog/integrateio-vs-portable/: 2.1%105. learn.microsoft.com/en-us/fabric/data-factory/common-dbt-job-patterns: 2.1%106. matillion.com/learn/blog/data-integration-tools: 2.1%107. nexla.com/blog/how-to-choose-the-right-automated-etl-tools-for-a-data-driven-startup/: 2.1%108. openalternative.co/collections/self-hosted/categories/etl-data-integration: 2.1%109. scoopanalytics.com/blog/what-are-the-best-data-integration-platforms: 2.1%110. shopify.com/blog/marketing-data-integration: 2.1%111. snaplogic.com/blog/top-data-integration-platforms: 2.1%112. stackit.com/en/learn/knowledge/vendor-lock-in: 2.1%113. timextender.com/blog/product-technology/the-4-data-integration-approaches-and-why-one-is-the-clear-winner: 2.1%114. truefoundry.com/blog/data-residency: 2.1%115. blogs.oracle.com/dataintegration/schema-drift-in-oracle-cloud-infrastructure-data-integration: 2.1%116. cometly.com/post/marketing-data-integration-software: 2.1%117. cpl.thalesgroup.com/software-monetization/saas-pricing-models: 2.1%118. databricks.com/blog/unify-your-marketing-data-lakeflow-connect: 2.1%119. estuary.dev/blog/best-change-data-capture-tools/: 2.1%120. improvado.io/blog/marketing-data-warehousing: 2.1%121. integrate.io/blog/top-7-etl-tools/: 2.1%122. linkedin.com/pulse/best-data-integration-tools-small-business-mid-market-stacksyncdata-4ztwe: 2.1%123. optimadata.nl/en/vendor-lock-in-databases-cloud/: 2.1%124. questsys.com/cto-blog/What-Is-Data-Residency-and-Why-It-Matters-for-Compliance/: 2.1%125. skyvia.com/learn/data-consolidation: 2.1%126. snowflake.com/en/developers/guides/accelerating-data-teams-with-snowflake-and-dbt-cloud-hands-on-lab/: 2.1%127. snowflake.com/en/fundamentals/data-integration/: 2.1%128. softwareseni.com/assessing-cloud-vendor-lock-in-and-planning-strategic-migration-to-european-platforms/: 2.1%129. zapier.com/blog/data-integration-tools/: 2.1%130. airbyte.com/top-etl-tools-for-sources/cdc-tools: 2.1%131. apix-drive.com/en/blog/other/data-consolidation-vs-data-integration: 2.1%132. countly.com/blog/how-fintech-companies-can-meet-data-residency-requirements-with-self-hosted-analytics: 2.1%133. cybic.ai/feeds/blog/top-modern-data-integration-platforms: 2.1%134. drj.com/industry_news/understanding-the-risks-of-cloud-vendor-lock-in/: 2.1%135. integrate.io/blog/top-saas-data-integration-platforms-for-your-use-case/: 2.1%136. julius.ai/articles/best-data-integration-tools: 2.1%137. rudderstack.com/blog/data-integration-challenge/: 2.1%138. skyvia.com/blog/best-etl-tools-for-small-businesses/: 2.1%139. striim.com/blog/14-data-pipeline-tools-for-faster-smarter-data-movement/: 2.1%140. striim.com/blog/a-guide-to-cloud-data-management/: 2.1%141. syncari.com/blog/what-is-salesforce-data-pipelines/: 2.1%142. tinybird.co/blog/data-integration-problems: 2.1%143. amnic.com/blogs/vendor-lock-in: 2.1%144. cleo.com/blog/the-best-data-integration-tools: 2.1%145. domo.com/learn/article/etl-tools: 2.1%146. hightouch.com/blog/data-integration: 2.1%147. infinisynapse.com/en/blog/data-integration-tools: 2.1%148. kleene.ai/blog/data-pipeline-tools: 2.1%149. nexla.com/nexla-platform-overview/: 2.1%150. ovaledge.com/blog/data-observability-tools/: 2.1%151. softwareengineeringdaily.com/articles/de-scoping-your-aws-services-from-data-residency-requirements/: 2.1%152. supermetrics.com/blog/marketing-data-integration: 2.1%153. aws.amazon.com/marketplace/solutions/data-analytics/data-integration-pipelines: 2.1%154. boomi.com/blog/data-ingestion-vs-data-integration/: 2.1%155. datacamp.com/blog/a-list-of-the-16-best-etl-tools-and-why-to-choose-them: 2.1%156. exalate.com/blog/software-integration-challenges/: 2.1%157. mymarketresearchmethods.com/7-best-ai-data-lineage-tools-for-enterprise-in-2026/: 2.1%158. salesforce.com/marketing/digital-marketing/best-software/: 2.1%159. weweb.io/blog/database-integration-platform-guide: 2.1%160. bladepipe.com/zh/blog/data_insights/data_integration_tools/: 2.1%161. striim.com/blog/guide-to-modernizing-data-integration-and-supercharging-digital-transformation/: 2.1%
Rank 1One bar per published rowRank 161

The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.

page cited answer: 1 on 138 of 161 rows · page engine breadth: 1 on 142 of 161 rows · 48 checks behind each row.

Most cited pages in data integration answers current rankings
RankNameCited answer coveragePage best positionPage mean positionChangeWhy
01domo.com/learn/article/data-integration-platforms14.6%24.9 This rank
02skyvia.com/blog/data-integration-tools/12.5%14.5 This rank
03peliqan.io/blog/data-integration-tools/6.3%34.7 20This rank
04fivetran.com/learn/data-integration-platforms6.3%12 17This rank
05fivetran.com/learn/data-integration-tools6.3%34 This rank
06improvado.io/blog/best-data-integration-tools6.3%34.7 143This rank
07funnel.io/blog/data-integration-solutions4.2%13 1This rank
08qlik.com/us/data-integration-platforms4.2%66 46This rank
09datagalaxy.com/en/blog/3-observability-metrics-data-pipelines/4.2%22 21This rank
10gartner.com/en/documents/68628674.2%12—This rank
11integrate.io/blog/best-etl-tools-for-batch-streaming-data/4.2%12 60This rank
12integrate.io/blog/etl-platforms-built-in-data-governance-lineage/4.2%12 132This rank
13tapdata.io/articles/comparing-data-integration-tool-pricing-cost-value-affordability/4.2%22 106This rank
14domo.com/learn/article/data-capture-cdc-tools4.2%23 6This rank
15teradata.com/insights/data-platform/how-data-consolidation-can-drive-business-growth4.2%33.5 45This rank
16unito.io/blog/integration-platform-pricing-models/4.2%33.5—This rank
17linkedin.com/pulse/vendor-lock-in-integration-platforms-risks-committing-proprietary-matbf4.2%14.5 34This rank
18estuary.dev/blog/the-costs-of-data-integration-explained-and-how-to-minimize-them/4.2%55.5 50This rank
19konghq.com/blog/learning-center/vendor-lock-in4.2%78 131This rank
20rapidionline.com/blog/data-integration-tools4.2%11—This rank
21gartner.com/reviews/market/data-integration-tools4.2%13 119This rank
22stacksync.com/blog/best-data-integration-tools-for-small-business-and-mid-market4.2%13 71This rank
23stacksync.com/blog/10-best-data-integration-platforms-for-unified-business-data4.2%24.5 20This rank
24aerospike.com/blog/vendor-lock-in/2.1%11 97This rank
25automationatlas.io/tools/airbyte2.1%11—This rank
26balachandar-paulraj.medium.com/airbyte-spotlight-the-open-source-solution-for-data-integration-features-benefits-and-6ac7ec1876d92.1%11 109This rank
27bladepipe.com/blog/data_insights/top_cdc_tool/2.1%11—This rank
28blog.nashtechglobal.com/dbt-for-data-engineers-how-to-transform-test-and-document-data-effortlessly/2.1%11—This rank
29coneksion.com/blog/15-awesome-data-integration-vendors2.1%11 16This rank
30domo.com/learn/article/best-data-pipeline-tools2.1%11—This rank
31domo.com/learn/article/data-sync-platforms2.1%11—This rank
32g2.com/discussions/what-are-the-top-rated-big-data-integration-solutions-for-cloud-migration2.1%11—This rank
33matillion.com/blog/what-is-data-consolidation2.1%11—This rank
34matillion.com/learn/blog/data-pipeline-tools2.1%11—This rank
35metaplane.dev/blog/data-freshness-definition-examples2.1%11—This rank
36mydbsync.com/blogs/data-integration-tools-comparison2.1%11—This rank
37pantomath.com/guide-data-observability/data-pipeline-monitoring2.1%11—This rank
38reddit.com/r/ETL/comments/1kqcp6e/top_etl_tools_for_earlystage_startups_preferably/2.1%11—This rank
39reddit.com/r/dataengineering/comments/16qvb2t/pricing_options_for_data_integration/2.1%11—This rank
40rivery.io/data-learning-center/data-integration-guide/2.1%11—This rank
41salesforce.com/data/connectivity/pipeline/2.1%11 50This rank
42skyvia.com/blog/best-data-pipeline-tools/2.1%11—This rank
43streamkap.com/resources-and-guides/best-cdc-tools-compared2.1%11 52This rank
44streamkap.com/resources-and-guides/schema-drift-detection2.1%11 52This rank
45zairalabs.ai/guide/tools/dbt-oss/2.1%11—This rank
46airbyte.com/top-etl-tools-for-sources/best-data-pipeline-tools2.1%22—This rank
47boomi.com/blog/real-time-vs-batch-data-integration-choosing-the-right-approach/2.1%22 37This rank
48brcci.org/blog/critical-analysis-of-vendor-lock-in-and-its-impact-on-cloud-computing-migration-a-business-perspective/2.1%22 19This rank
49celigo.com/blog/schema-drift/2.1%22 57This rank
50cloudeagle.ai/resources/glossaries/what-is-vendor-lock-in2.1%22—This rank
51cribl.io/glossary/data-consolidation/2.1%22—This rank
52domo.com/glossary/data-pipeline2.1%22—This rank
53exalate.com/blog/real-time-data-synchronization/2.1%22—This rank
54g2.com/discussions/what-are-the-top-big-data-integration-tools-for-hybrid-environments2.1%22—This rank
55getdbt.com/blog/data-transformation2.1%22—This rank
56github.com/airbytehq/airbyte2.1%22 22This rank
57hevodata.com/learn/etl-tools-for-startups/2.1%22—This rank
58improvado.io/blog/enterprise-data-integration2.1%22—This rank
59integrate.io/blog/top-cdc-tools/2.1%22—This rank
60konfirmity.com/blog/soc-2-data-residency2.1%22—This rank
61meltano.com/blog/modern-data-integrations-tools-roundup2.1%22—This rank
62modern-datatools.com/tools/dbt-data-build-tool2.1%22—This rank
63nexla.com/blog/top-10-data-integration-tools/2.1%22—This rank
64orchesty.io/2.1%22—This rank
65perceptive-analytics.com/top-data-integration-platforms-with-compliance-and-audit-expertise/2.1%22—This rank
66rudderstack.com/blog/best-data-pipeline-tools/2.1%22—This rank
67skyvia.com/blog/best-data-integration-software-for-startups/2.1%22 60This rank
68solutionsreview.com/data-integration/the-best-data-transformation-tools-and-software/2.1%22—This rank
69striim.com/blog/data-governance-tools-2025-compare-the-top-9-solutions/2.1%22 45This rank
70tapclicks.com/blog/best-data-integration-tools2.1%22—This rank
71airbyte.com/blog/airbyte-cloud-vs-open-source-vs-enterprise2.1%33—This rank
72atlan.com/data-pipeline-monitoring/2.1%33—Showing
73barc.com/reviews/data-pipelining-etl-elt/2.1%33—This rank
74bmc.com/blogs/vendor-lock-in/2.1%33—This rank
75cpl.thalesgroup.com/encryption/data-security-platform2.1%33—This rank
76erstudio.com/blog/enterprise-data-governance-tools/2.1%33—This rank
77estuary.dev/blog/best-marketing-sales-apis-data-integration/2.1%33—This rank
78fivetran.com/learn/cdc-tools2.1%33 33This rank
79hevodata.com/blog/data-pipeline-tools-list/2.1%33—This rank
80integrate.io/blog/best-etl-tools-for-data-integration/2.1%33 32This rank
81integrate.io/blog/schema-drift/2.1%33—This rank
82kanerika.com/blogs/data-consolidation/2.1%33—This rank
83link.springer.com/article/10.1186/s13677-016-0054-z2.1%33 47This rank
84nanopim.com/post/data-synchronization-tools2.1%33—This rank
85quora.com/What-are-some-affordable-and-user-friendly-ETL-ELT-tools-for-startup-companies2.1%33—This rank
86reddit.com/r/ETL/comments/1rzqe72/data_integration_tools_what_are_people_actually/2.1%33 64This rank
87smile.eu/en/publications-and-events/dbt-pillar-modern-data-transformation2.1%33—This rank
88stripe.com/resources/more/what-is-a-data-pipeline2.1%33—This rank
89topetl.com/blog/best-9-observability-driven-data-integration-frameworks2.1%33—This rank
90topetl.com/blog/best-change-data-capture-cdc-tools-etl-platforms2.1%33—This rank
91zairalabs.ai/guide/tools/dbt-cloud/2.1%33—This rank
92airbyte.com/data-engineering-resources/open-source-data-integration-tools2.1%44—This rank
93bladepipe.com/blog/data_insights/best_etl_tool_for_small_business/2.1%44—This rank
94celigo.com/blog/data-integration-tools/2.1%44—This rank
95cometly.com/post/marketing-data-warehouse-platform2.1%44—This rank
96coworker.ai/blog/best-enterprise-data-integration-platforms2.1%44—This rank
97domo.com/learn/article/data-integration-best-practices2.1%44—This rank
98estuary.dev/blog/schema-drift-in-snowflake-pipelines/2.1%44—This rank
99fivetran.com/learn/best-data-pipeline-tools2.1%44—This rank
100fivetran.com/use-case/analytics2.1%44 67This rank
101getorchestra.io/guides/dbt-on-snowflake-a-comprehensive-guide-to-data-transformation2.1%44—This rank
102hevodata.com/learn/best-cdc-tools/2.1%44—This rank
103integrate.io/blog/data-ingestion-pricing-model/2.1%44—This rank
104integrate.io/blog/integrateio-vs-portable/2.1%44—This rank
105learn.microsoft.com/en-us/fabric/data-factory/common-dbt-job-patterns2.1%44—This rank
106matillion.com/learn/blog/data-integration-tools2.1%44—This rank
107nexla.com/blog/how-to-choose-the-right-automated-etl-tools-for-a-data-driven-startup/2.1%44 91This rank
108openalternative.co/collections/self-hosted/categories/etl-data-integration2.1%44—This rank
109scoopanalytics.com/blog/what-are-the-best-data-integration-platforms2.1%44 105This rank
110shopify.com/blog/marketing-data-integration2.1%44—This rank
111snaplogic.com/blog/top-data-integration-platforms2.1%44 36This rank
112stackit.com/en/learn/knowledge/vendor-lock-in2.1%44—This rank
113timextender.com/blog/product-technology/the-4-data-integration-approaches-and-why-one-is-the-clear-winner2.1%44—This rank
114truefoundry.com/blog/data-residency2.1%44—This rank
115blogs.oracle.com/dataintegration/schema-drift-in-oracle-cloud-infrastructure-data-integration2.1%55 87This rank
116cometly.com/post/marketing-data-integration-software2.1%55—This rank
117cpl.thalesgroup.com/software-monetization/saas-pricing-models2.1%55—This rank
118databricks.com/blog/unify-your-marketing-data-lakeflow-connect2.1%55—This rank
119estuary.dev/blog/best-change-data-capture-tools/2.1%55—This rank
120improvado.io/blog/marketing-data-warehousing2.1%55—This rank
121integrate.io/blog/top-7-etl-tools/2.1%55—This rank
122linkedin.com/pulse/best-data-integration-tools-small-business-mid-market-stacksyncdata-4ztwe2.1%55 107This rank
123optimadata.nl/en/vendor-lock-in-databases-cloud/2.1%55—This rank
124questsys.com/cto-blog/What-Is-Data-Residency-and-Why-It-Matters-for-Compliance/2.1%55—This rank
125skyvia.com/learn/data-consolidation2.1%55—This rank
126snowflake.com/en/developers/guides/accelerating-data-teams-with-snowflake-and-dbt-cloud-hands-on-lab/2.1%55—This rank
127snowflake.com/en/fundamentals/data-integration/2.1%55—This rank
128softwareseni.com/assessing-cloud-vendor-lock-in-and-planning-strategic-migration-to-european-platforms/2.1%55—This rank
129zapier.com/blog/data-integration-tools/2.1%55—This rank
130airbyte.com/top-etl-tools-for-sources/cdc-tools2.1%66—This rank
131apix-drive.com/en/blog/other/data-consolidation-vs-data-integration2.1%66—This rank
132countly.com/blog/how-fintech-companies-can-meet-data-residency-requirements-with-self-hosted-analytics2.1%66—This rank
133cybic.ai/feeds/blog/top-modern-data-integration-platforms2.1%66—This rank
134drj.com/industry_news/understanding-the-risks-of-cloud-vendor-lock-in/2.1%66—This rank
135integrate.io/blog/top-saas-data-integration-platforms-for-your-use-case/2.1%66 86This rank
136julius.ai/articles/best-data-integration-tools2.1%66—This rank
137rudderstack.com/blog/data-integration-challenge/2.1%66—This rank
138skyvia.com/blog/best-etl-tools-for-small-businesses/2.1%66—This rank
139striim.com/blog/14-data-pipeline-tools-for-faster-smarter-data-movement/2.1%66—This rank
140striim.com/blog/a-guide-to-cloud-data-management/2.1%66—This rank
141syncari.com/blog/what-is-salesforce-data-pipelines/2.1%66—This rank
142tinybird.co/blog/data-integration-problems2.1%66—This rank
143amnic.com/blogs/vendor-lock-in2.1%77—This rank
144cleo.com/blog/the-best-data-integration-tools2.1%77—This rank
145domo.com/learn/article/etl-tools2.1%77 22This rank
146hightouch.com/blog/data-integration2.1%77—This rank
147infinisynapse.com/en/blog/data-integration-tools2.1%77—This rank
148kleene.ai/blog/data-pipeline-tools2.1%77—This rank
149nexla.com/nexla-platform-overview/2.1%77—This rank
150ovaledge.com/blog/data-observability-tools/2.1%77 60This rank
151softwareengineeringdaily.com/articles/de-scoping-your-aws-services-from-data-residency-requirements/2.1%77—This rank
152supermetrics.com/blog/marketing-data-integration2.1%77 54This rank
153aws.amazon.com/marketplace/solutions/data-analytics/data-integration-pipelines2.1%88—This rank
154boomi.com/blog/data-ingestion-vs-data-integration/2.1%88—This rank
155datacamp.com/blog/a-list-of-the-16-best-etl-tools-and-why-to-choose-them2.1%88—This rank
156exalate.com/blog/software-integration-challenges/2.1%88—This rank
157mymarketresearchmethods.com/7-best-ai-data-lineage-tools-for-enterprise-in-2026/2.1%88 84This rank
158salesforce.com/marketing/digital-marketing/best-software/2.1%88—This rank
159weweb.io/blog/database-integration-platform-guide2.1%88 59This rank
160bladepipe.com/zh/blog/data_insights/data_integration_tools/2.1%99—This rank
161striim.com/blog/guide-to-modernizing-data-integration-and-supercharging-digital-transformation/2.1%99—This rank

Why this rank

atlan.com/data-pipeline-monitoring/ on Most-cited pages in Data Integration answers

Snapshot of Sep 22, 2026, 12:00 AM UTC · Link to this snapshot

Some explanation inputs are unavailable. Not published: the evidence frozen with this snapshot, comparable prior ranking.

Ranks privacy-safe canonical citation pages in the complete public prompt benchmark without additional provider calls.

72

Rank on this board

2.083 percent

Score

48

Answers behind the score

100% confidence · 1 of 1 components evidenced

What the score is built from

1 of 1 evidenced

Every component evidenced · 1 evidence record each

Components of atlan.com/data-pipeline-monitoring/'s score
ComponentValueContribution
Page answer coverage2.0833332.083

New in this snapshot

No change in rank

entity_not_ranked_in_prior_snapshot

No component moved since the previous snapshot.

Where each number comes from

7 public records
  • Cited-answer coveragePage answer coverage · observed Sep 22, 2026, 12:00 AM UTC2.083 percent100% confidence
    Source
    Rank.ai Data Integration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["7ce7c4bd-4951-443d-87a4-34707db586bb","f93f176f-5c88-4116-991a-976c8a62aade","24f5964f-bd26-43c4-b39f-7321214dc87c","877df6fd-4fe4-4218-ad4a-b062f9b2243d","a3491061-2e9f-4950-b9b0-b22d5045ea8b","355997c8-c95f-4f90-a8d1-892e532d5076","82bb7da5-36f9-4d8a-a980-d4ed27d3d062","e481535f-b02a-456f-a4df-c5914f65c14d","1af7065b-2487-402e-b884-2cb7fbfdd313","019709d6-25bd-4000-988a-b4588b4e2ba5","169a85f4-d55a-40ae-813a-bb02e61d920e","e465dbbc-2f69-4bc9-89a0-8507d6f42c84","8cd16adc-b811-44e5-a7d4-8060004ded0c","c0b8b8c4-d3f7-45cc-bdef-e06ff9c643c1","6a60171b-77ff-4cfd-b5b0-6c73d29f85b5","89811e81-3d66-46df-866f-35f3a797c861","63897b24-cc86-4efc-b5b3-90b62257a5b1","62295d9e-31ea-47ba-9801-e9aef566c308","251ca83f-e0cf-4d48-80f4-47069f1eac4b","f8a71c95-7155-4b0b-a624-0449580dc2f4","5b4004b3-9d5d-4b55-9d39-dfc0ba9f3af9","0e9e9191-e1a7-4d47-b592-1c6d159b9089","fe29cd73-e0b1-4581-8922-8e262293f6df","228b0773-ffa1-41b0-8b52-a031ec6dd57a","fb3b81e9-9242-4f57-9d64-acbc0c350e4b","aaf86a5d-af65-4839-a7c8-6bf62af069d8","bd2351cd-22a1-48dd-a3d6-878f4f0598dc","710819c0-f258-41de-aa65-03ee3a80a3ea","ef164e28-6cfc-4bc2-8096-fabbf143bc6f","f82d658d-a3f0-4929-9ab6-81d7e73cc97d","3601253b-2dcd-4d91-abbe-d76a68ad21e2","cbcadb32-8c9f-4134-9076-abc2b993a55e","f2b33f07-a6b4-4edb-a291-924b8430390c","c77c5810-2b89-45fe-9a4d-64fdb0456f45","e9a96b4e-f4a1-40f2-a184-9ff0b397bcda","e69ceb6a-00e8-487c-9dad-791ec7db1fab","091ff6fe-b848-413e-b54a-db2268dea07f","b70c45d6-68c3-423c-b9bb-95fec9b3c804","8ce1560e-ba6f-4978-8b36-d0151674d901","bd7aa6c0-7b9a-474a-9bc3-a3cde122a5d8","37076ce0-2f00-48d6-b7fe-d433e79b5d50","31342e7c-71dc-4ee6-97b7-9e439846de2f","811caa35-c802-465e-ae82-71799d42ac39","eaf9c5a1-c453-4331-bbd0-ff1ca1487adb","1987e9a8-e750-4860-8a76-238cdae27b14","1ba7ab34-36f4-4996-b894-4854d89755b0","9d667376-0ace-4049-8463-3988e351e41b","4837c5a2-c74e-4a7f-84ae-a1906fe91563"],"benchmarkVersion":"4-data-integration-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Best citation positionPage best position · observed Sep 22, 2026, 12:00 AM UTC3 position100% confidence
    Source
    Rank.ai Data Integration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["7ce7c4bd-4951-443d-87a4-34707db586bb","f93f176f-5c88-4116-991a-976c8a62aade","24f5964f-bd26-43c4-b39f-7321214dc87c","877df6fd-4fe4-4218-ad4a-b062f9b2243d","a3491061-2e9f-4950-b9b0-b22d5045ea8b","355997c8-c95f-4f90-a8d1-892e532d5076","82bb7da5-36f9-4d8a-a980-d4ed27d3d062","e481535f-b02a-456f-a4df-c5914f65c14d","1af7065b-2487-402e-b884-2cb7fbfdd313","019709d6-25bd-4000-988a-b4588b4e2ba5","169a85f4-d55a-40ae-813a-bb02e61d920e","e465dbbc-2f69-4bc9-89a0-8507d6f42c84","8cd16adc-b811-44e5-a7d4-8060004ded0c","c0b8b8c4-d3f7-45cc-bdef-e06ff9c643c1","6a60171b-77ff-4cfd-b5b0-6c73d29f85b5","89811e81-3d66-46df-866f-35f3a797c861","63897b24-cc86-4efc-b5b3-90b62257a5b1","62295d9e-31ea-47ba-9801-e9aef566c308","251ca83f-e0cf-4d48-80f4-47069f1eac4b","f8a71c95-7155-4b0b-a624-0449580dc2f4","5b4004b3-9d5d-4b55-9d39-dfc0ba9f3af9","0e9e9191-e1a7-4d47-b592-1c6d159b9089","fe29cd73-e0b1-4581-8922-8e262293f6df","228b0773-ffa1-41b0-8b52-a031ec6dd57a","fb3b81e9-9242-4f57-9d64-acbc0c350e4b","aaf86a5d-af65-4839-a7c8-6bf62af069d8","bd2351cd-22a1-48dd-a3d6-878f4f0598dc","710819c0-f258-41de-aa65-03ee3a80a3ea","ef164e28-6cfc-4bc2-8096-fabbf143bc6f","f82d658d-a3f0-4929-9ab6-81d7e73cc97d","3601253b-2dcd-4d91-abbe-d76a68ad21e2","cbcadb32-8c9f-4134-9076-abc2b993a55e","f2b33f07-a6b4-4edb-a291-924b8430390c","c77c5810-2b89-45fe-9a4d-64fdb0456f45","e9a96b4e-f4a1-40f2-a184-9ff0b397bcda","e69ceb6a-00e8-487c-9dad-791ec7db1fab","091ff6fe-b848-413e-b54a-db2268dea07f","b70c45d6-68c3-423c-b9bb-95fec9b3c804","8ce1560e-ba6f-4978-8b36-d0151674d901","bd7aa6c0-7b9a-474a-9bc3-a3cde122a5d8","37076ce0-2f00-48d6-b7fe-d433e79b5d50","31342e7c-71dc-4ee6-97b7-9e439846de2f","811caa35-c802-465e-ae82-71799d42ac39","eaf9c5a1-c453-4331-bbd0-ff1ca1487adb","1987e9a8-e750-4860-8a76-238cdae27b14","1ba7ab34-36f4-4996-b894-4854d89755b0","9d667376-0ace-4049-8463-3988e351e41b","4837c5a2-c74e-4a7f-84ae-a1906fe91563"],"benchmarkVersion":"4-data-integration-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Cited answersPage cited answer · observed Sep 22, 2026, 12:00 AM UTC1 answers100% confidence
    Source
    Rank.ai Data Integration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["7ce7c4bd-4951-443d-87a4-34707db586bb","f93f176f-5c88-4116-991a-976c8a62aade","24f5964f-bd26-43c4-b39f-7321214dc87c","877df6fd-4fe4-4218-ad4a-b062f9b2243d","a3491061-2e9f-4950-b9b0-b22d5045ea8b","355997c8-c95f-4f90-a8d1-892e532d5076","82bb7da5-36f9-4d8a-a980-d4ed27d3d062","e481535f-b02a-456f-a4df-c5914f65c14d","1af7065b-2487-402e-b884-2cb7fbfdd313","019709d6-25bd-4000-988a-b4588b4e2ba5","169a85f4-d55a-40ae-813a-bb02e61d920e","e465dbbc-2f69-4bc9-89a0-8507d6f42c84","8cd16adc-b811-44e5-a7d4-8060004ded0c","c0b8b8c4-d3f7-45cc-bdef-e06ff9c643c1","6a60171b-77ff-4cfd-b5b0-6c73d29f85b5","89811e81-3d66-46df-866f-35f3a797c861","63897b24-cc86-4efc-b5b3-90b62257a5b1","62295d9e-31ea-47ba-9801-e9aef566c308","251ca83f-e0cf-4d48-80f4-47069f1eac4b","f8a71c95-7155-4b0b-a624-0449580dc2f4","5b4004b3-9d5d-4b55-9d39-dfc0ba9f3af9","0e9e9191-e1a7-4d47-b592-1c6d159b9089","fe29cd73-e0b1-4581-8922-8e262293f6df","228b0773-ffa1-41b0-8b52-a031ec6dd57a","fb3b81e9-9242-4f57-9d64-acbc0c350e4b","aaf86a5d-af65-4839-a7c8-6bf62af069d8","bd2351cd-22a1-48dd-a3d6-878f4f0598dc","710819c0-f258-41de-aa65-03ee3a80a3ea","ef164e28-6cfc-4bc2-8096-fabbf143bc6f","f82d658d-a3f0-4929-9ab6-81d7e73cc97d","3601253b-2dcd-4d91-abbe-d76a68ad21e2","cbcadb32-8c9f-4134-9076-abc2b993a55e","f2b33f07-a6b4-4edb-a291-924b8430390c","c77c5810-2b89-45fe-9a4d-64fdb0456f45","e9a96b4e-f4a1-40f2-a184-9ff0b397bcda","e69ceb6a-00e8-487c-9dad-791ec7db1fab","091ff6fe-b848-413e-b54a-db2268dea07f","b70c45d6-68c3-423c-b9bb-95fec9b3c804","8ce1560e-ba6f-4978-8b36-d0151674d901","bd7aa6c0-7b9a-474a-9bc3-a3cde122a5d8","37076ce0-2f00-48d6-b7fe-d433e79b5d50","31342e7c-71dc-4ee6-97b7-9e439846de2f","811caa35-c802-465e-ae82-71799d42ac39","eaf9c5a1-c453-4331-bbd0-ff1ca1487adb","1987e9a8-e750-4860-8a76-238cdae27b14","1ba7ab34-36f4-4996-b894-4854d89755b0","9d667376-0ace-4049-8463-3988e351e41b","4837c5a2-c74e-4a7f-84ae-a1906fe91563"],"benchmarkVersion":"4-data-integration-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Engine breadthPage engine breadth · observed Sep 22, 2026, 12:00 AM UTC1 engines100% confidence
    Source
    Rank.ai Data Integration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"corpusVersion":"data-integration-platforms-2026-07-27","runArtifactIds":["7ce7c4bd-4951-443d-87a4-34707db586bb","f93f176f-5c88-4116-991a-976c8a62aade","24f5964f-bd26-43c4-b39f-7321214dc87c","877df6fd-4fe4-4218-ad4a-b062f9b2243d","a3491061-2e9f-4950-b9b0-b22d5045ea8b","355997c8-c95f-4f90-a8d1-892e532d5076","82bb7da5-36f9-4d8a-a980-d4ed27d3d062","e481535f-b02a-456f-a4df-c5914f65c14d","1af7065b-2487-402e-b884-2cb7fbfdd313","019709d6-25bd-4000-988a-b4588b4e2ba5","169a85f4-d55a-40ae-813a-bb02e61d920e","e465dbbc-2f69-4bc9-89a0-8507d6f42c84","8cd16adc-b811-44e5-a7d4-8060004ded0c","c0b8b8c4-d3f7-45cc-bdef-e06ff9c643c1","6a60171b-77ff-4cfd-b5b0-6c73d29f85b5","89811e81-3d66-46df-866f-35f3a797c861","63897b24-cc86-4efc-b5b3-90b62257a5b1","62295d9e-31ea-47ba-9801-e9aef566c308","251ca83f-e0cf-4d48-80f4-47069f1eac4b","f8a71c95-7155-4b0b-a624-0449580dc2f4","5b4004b3-9d5d-4b55-9d39-dfc0ba9f3af9","0e9e9191-e1a7-4d47-b592-1c6d159b9089","fe29cd73-e0b1-4581-8922-8e262293f6df","228b0773-ffa1-41b0-8b52-a031ec6dd57a","fb3b81e9-9242-4f57-9d64-acbc0c350e4b","aaf86a5d-af65-4839-a7c8-6bf62af069d8","bd2351cd-22a1-48dd-a3d6-878f4f0598dc","710819c0-f258-41de-aa65-03ee3a80a3ea","ef164e28-6cfc-4bc2-8096-fabbf143bc6f","f82d658d-a3f0-4929-9ab6-81d7e73cc97d","3601253b-2dcd-4d91-abbe-d76a68ad21e2","cbcadb32-8c9f-4134-9076-abc2b993a55e","f2b33f07-a6b4-4edb-a291-924b8430390c","c77c5810-2b89-45fe-9a4d-64fdb0456f45","e9a96b4e-f4a1-40f2-a184-9ff0b397bcda","e69ceb6a-00e8-487c-9dad-791ec7db1fab","091ff6fe-b848-413e-b54a-db2268dea07f","b70c45d6-68c3-423c-b9bb-95fec9b3c804","8ce1560e-ba6f-4978-8b36-d0151674d901","bd7aa6c0-7b9a-474a-9bc3-a3cde122a5d8","37076ce0-2f00-48d6-b7fe-d433e79b5d50","31342e7c-71dc-4ee6-97b7-9e439846de2f","811caa35-c802-465e-ae82-71799d42ac39","eaf9c5a1-c453-4331-bbd0-ff1ca1487adb","1987e9a8-e750-4860-8a76-238cdae27b14","1ba7ab34-36f4-4996-b894-4854d89755b0","9d667376-0ace-4049-8463-3988e351e41b","4837c5a2-c74e-4a7f-84ae-a1906fe91563"],"benchmarkVersion":"4-data-integration-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
    Open the source
  • Mean citation positionPage mean position · observed Sep 22, 2026, 12:00 AM UTC3 position100% confidence
    Source
    Rank.ai Data Integration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
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    Open the source
  • Median citation positionPage median position · observed Sep 22, 2026, 12:00 AM UTC3 position100% confidence
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    Open the source
  • Prompt breadthPage prompt breadth · observed Sep 22, 2026, 12:00 AM UTC1 prompts100% confidence
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    A
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    Open the source
Public Data Integration cited-page visibility, version 1-parent-b4a6a950f640995f1,127 observations · 1 source · quality passed
Snapshot
a06fc8a9-6170-42b2-96ec-6e14b5a3ac0a
Data hash
18253fe8dd4914f8806bdbe886967f29547a062c236e1f5a5d223f09d43b0753
Method hash
6412cdb3030023760109145e8c1c850072084a87f46a630a67831ce54a4b0651

See how often AI names you.

Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.

  • Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
  • Who gets namedEvery competitor in the answers, most named first.
  • The pages AI readsThe sources behind each answer.
  • Three fixesWhat to fix first, with a brief for the first page.