CiteFuel vs Peec AI: Visibility Analytics vs Reviewable Implementation Artifacts

Peec AI is a dedicated GEO analytics platform built for SEO and content teams tracking brand visibility across ChatGPT, Perplexity, and Gemini. Its pricing page lists four tiers — Starter, Pro, Advanced, Enterprise — scaled by project count (1 project on Starter up to unlimited on Enterprise) and support level, but as of July 2026 the page doesn't publish dollar amounts; we're not going to invent a number, so check their site directly for current pricing.

What we can compare is scope. Peec's feature set, per their own marketing pages, centers on tracking: prompt monitoring, competitor benchmarking, sentiment/position metrics, and Looker Studio/API export. We found no mention of AI crawler access testing (robots.txt), llms.txt generation, or content-level fix output in their published feature list — Peec tells you where you stand across engines and against competitors; it doesn't appear to generate the technical fix.

If competitor benchmarking and multi-country prompt tracking are the job, Peec is purpose-built for that. If the job is finding and fixing the specific configuration gaps keeping AI engines from citing you — crawler access, llms.txt, passage structure, schema — CiteFuel's audit produces the files directly.

A team that needs to answer "how do we compare to our top three competitors across ChatGPT, Perplexity, and Gemini, in three different countries" has a question CiteFuel's single-domain, single-region audit was never built to answer — that's squarely Peec's product, and its Looker Studio/API integration means the numbers land where a reporting team already works. A team whose actual question is narrower — "why isn't our own site being cited, and what do we change" — gets a more direct answer from CiteFuel, because the audit checks the configuration layer (robots.txt access, llms.txt validity, passage structure, schema) that isn't in Peec's published feature list at all. We're flagging the pricing gap honestly rather than filling it in: Peec lists four tiers by project count but no public dollar figures as of July 2026, so anyone comparing total cost needs to get a quote first — we're not going to estimate a number we haven't verified. The tools aren't really substitutes for each other: Peec answers "where do we stand versus competitors," CiteFuel answers "what's technically broken and here's the file to fix it," and a team seriously investing in AI visibility may reasonably want both answers rather than picking one.