Peec AI vs MarketMuse

Peec AI is AI search analytics for marketing teams: visibility, position and sentiment tracked daily, prompt suggestions from search volume, and reporting through CSV, Looker and MCP. MarketMuse, part of Siteimprove, models Google's results pages: topic modeling with personalized difficulty, research-backed briefs, draft scoring against the top 20, and site-wide content inventory. They compete only where the categories overlap, and the chapters below walk every dimension a buyer would price: which AI engines each can see, how the tracking actually meters, what each produces on the content side, what surrounds the core product, and the full published tier lists.

Peec AI is a focused AI search analytics platform out of Europe, trusted by 3,000+ marketing teams by its own count with logos like Zalando, Squarespace, Hugo Boss and Wix on its pricing page, and a 4.9 G2 rating in its footer. The product tracks brand visibility, position and sentiment in AI answers daily, suggests prompts from search volume data, analyzes sources and citations, and runs an agency partner program with separate bundle pricing.

Pricing model. Starter $95, Pro $245 and Advanced $495 a month, each including three of six selectable models, with extra models $30 to $140 a month by tier and 15% off annually; Enterprise is custom and unlocks all models including Claude and DeepSeek.

MarketMuse, now by Siteimprove, is a content strategy platform with a decade of iteration on modeling Google's results pages: Topic Navigator, SERP x-ray, SERP and Site Heatmaps, topic models that produce difficulty scores personalized to your domain, and a Content Inventory that crawls your whole site and tracks decay. Its Optimize product scores a page one-to-one against the top 20 ranking pages with E-E-A-T signal measurement, and its brief generator produces research-backed briefs in nine types on the top tier.

Pricing model. Four tiers, Free, Optimize, Research and Strategy, metered by tracked topics (10 queries a month free, 100 to 10,000 topics paid) and content briefs (5 to 20 a month); no dollar figures are published and every tier's button, including Free's, books a demo.

Peec AI. Six models are selectable on the paid tiers: ChatGPT, Google AI Mode, Google AI Overviews, Microsoft Copilot, Perplexity and Gemini, and every tier reads choose three of them. A fourth model is a paid add-on at $30, $70 or $140 a month by tier. Enterprise opens all models and adds Claude Sonnet 4, GPT 5 Search, DeepSeek, Qwen and Mistral via API, up to 11; Grok appears nowhere on the public pages.

MarketMuse. No AI answer engine appears anywhere on MarketMuse's public pages: no ChatGPT, Claude, Gemini, Perplexity or AI Overviews. The platform's entire measurement surface is Google's results pages.

Summarized: Peec AI reads 3 of 6 per tier (ChatGPT, AI Mode, AIO, Copilot, Perplexity, Gemini); 11 on Enterprise; MarketMuse reads none; the surface is Google's SERPs. On Claude specifically, Peec AI: enterprise only; MarketMuse: no.

Peec AI. Every prompt executes once every 24 hours per their FAQ, with visibility, position and sentiment recorded, plus competitive benchmarking and prompt-volume estimation. Projects and countries meter by tier: one project and one country on Starter, five projects and three countries on Advanced.

MarketMuse. Measurement is SERP analysis at depth: SERP x-ray and heatmaps, topic models with personalized difficulty, and the Content Inventory crawling your site to flag decay. There is no position tracker in the rank-tracking sense and no answer recording.

Peec AI. Peec ships strategy recommendations drawn from citation data, for example suggesting a G2 profile or a subreddit the engines cite. There is no article writer and no CMS publishing surface on its public pages; acting on the recommendations stays with your team.

MarketMuse. Briefs are the product: structure, subtopics, questions and linking suggestions, research-backed, metered per month by tier, with draft scoring against the top-20 pages. Output exports to Google Docs or MS Word for your writers; there is no CMS publishing, so the distance from brief to published page runs through your team.

Peec AI. There is no classic-Google organic rank tracking and no local surface: no Maps, no geo-grid, no GBP tooling anywhere on the public pages. The product's entire surface is AI search analytics.

MarketMuse. There is no local product: no map tracking, no GBP tooling, no citations.

Peec AI. MCP access is checked on every tier, CSV export is a homepage feature, the Looker Studio connector starts on the $495 Advanced tier, and the REST API is Enterprise-only. The homepage promotes connecting Peec to Claude, Cursor and n8n through MCP and API.

MarketMuse. No public API documentation exists (the /api page 404s and the developer subdomain refused connections when checked) and no MCP server is listed. Exports cover saved writing, applications and documents.

Every cell below was read from the vendors’ own rendered pages as of August 2026. Where a vendor’s public pages neither confirm nor deny a capability, the cell says so.