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BUYER PROMPT / PUBLISHED EVIDENCE

What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
recommendation
Model providers
3
Categories
1
Last observed
Jul 27, 2026, 12:00 AM UTC
COMPETITIVE OUTCOME

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Metabasemetabase.comBI & Analytics361Openai · Anthropic · Gemini
02Sisensesisense.comBI & Analytics340Openai · Anthropic · Gemini
03Microsoft Power BImicrosoft.comBI & Analytics130Openai
04Google Lookercloud.google.comBI & Analytics110Gemini
MODEL COMPARISON

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniBI & AnalyticsMicrosoft Power BI · Sisense · Metabase55c96953a6…f87a5
Anthropicanthropic/claude-haiku-4-5BI & AnalyticsSisense · Metabase83056786b3…f9245
Geminigoogle/gemini-2.5-flashBI & AnalyticsGoogle Looker · Sisense · Metabase88dc7a1941…32978
URL-DERIVED CITATIONS

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

DomainCited pageBest positionProvidersObservationsCategories
luzmo.comhttps://luzmo.com/blog/cumul-io-raises-funding1Anthropic1BI & Analytics
metabase.comhttps://metabase.com/lp/bi-for-startups-demo1Gemini1BI & Analytics
skyvia.comhttps://skyvia.com/blog/best-data-integration-software-for-startups/1Openai1BI & Analytics
amplitude.comhttps://amplitude.com/compare/best-product-analytics-tools-early-stage-startups2Openai1BI & Analytics
luzmo.comhttps://luzmo.com/blog/analytics-platform-buyers-guide2Anthropic1BI & Analytics
omni.cohttps://omni.co/articles/best-embedded-analytics-tools-20262Gemini1BI & Analytics
ajelix.comhttps://ajelix.com/data/best-analytics-platform-for-startup-data-needs/3Openai1BI & Analytics
luzmo.comhttps://luzmo.com/blog/embedded-analytics-tools3Anthropic1BI & Analytics
toucantoco.comhttps://toucantoco.com/en/blog/best-embedded-analytics-tools3Gemini1BI & Analytics
definite.apphttps://definite.app/blog/best-bi-tools-for-startups4Openai · Gemini2BI & Analytics
capterra.comhttps://capterra.com/p/180092/Luzmo/4Anthropic1BI & Analytics
draxlr.comhttps://draxlr.com/short-questions/best-embedded-analytics-platform-for-startups/4Gemini1BI & Analytics
landbase.comhttps://landbase.com/blog/fastest-growing-embedded-analytics5Gemini1BI & Analytics
luzmo.comhttps://luzmo.com/products/embedded-analytics5Anthropic1BI & Analytics
maccelerator.lahttps://maccelerator.la/en/blog/entrepreneurship/best-predictive-analytics-software-for-startups/5Openai1BI & Analytics
luzmo.comhttps://luzmo.com/product/embedded-analytics6Anthropic1BI & Analytics
slingshotapp.iohttps://slingshotapp.io/blog/best-business-intelligence-tools-for-startups/6Gemini1BI & Analytics
g2.comhttps://g2.com/products/luzmo/reviews7Anthropic1BI & Analytics
motherduck.comhttps://motherduck.com/learn/self-service-analytics-startups/7Gemini1BI & Analytics
luzmo.comhttps://luzmo.com/embedded-analytics-glossary8Anthropic1BI & Analytics
Snapshot IDsbc02f5be-bb7f-461b-9c47-41412b32b058
Corpus versionsbi-analytics-platforms-2026-07-27
Benchmark versions4-bi-analytics-platforms-2026-07-27-models-64232fd32583

Coverage: BI & Analytics. Full answers stored: no · Full answers published: no · Tenant data included: no.