OpenSEO ↗
OpenSEO · MCP-connected SEO/GEO research and self-hosting · more developer-oriented
Measure AI recommendations and turn citation gaps into approved SEO and AEO actions
Six named AI engines with published plan-level question allowances.
Source review: · Public-source research, not a hands-on test
Founders and small marketing teams that want measurement and action in one workflow.
50 / 150 / 400 tracked questions on Starter / Growth / Pro; top 10 / 25 / 50 are tracked daily and the remainder weekly.
01 / Editorial assessment
Peak Answer is a credible fit for teams that want to connect AI-search visibility measurement with the work needed to respond to missed questions. Its public documentation is specific about six named engines, plan-level question limits, daily versus weekly tracking, Search Console data, content drafts, and a remote MCP server. That supports the product's stated scope, not measurement accuracy or AI-visibility lift. Independent product-specific feedback is limited to a third-party listing without an established review sample, so test representative questions before relying on it for executive reporting.
02 / Scope, not promises
ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, and Copilot are listed on all plans.
Archived research · Official homepage and pricing checked 2026-10-14.Research excerpt · Six-engine AI visibility measurement50 / 150 / 400 tracked questions on Starter / Growth / Pro; top 10 / 25 / 50 are tracked daily and the remainder weekly.
Archived research · Official pricing checked 2026-10-14.Research excerpt · Pricing and limitsAPI access and a remote MCP server are listed on all plans; MCP connections are scoped to one authorized brand.
Archived research · Official pricing and MCP documentation checked 2026-10-14.Research excerpt · API and remote MCP accessContent and social outputs are described as drafts; human approval is required before publishing or posting.
Archived research · Official product and MCP documentation checked 2026-10-14.Research excerpt · From losing questions to content draftsPeak Answer says it runs simulated browser sessions for buyer questions across six named engines and records brands, competitors, and cited sources. Published question allowances are 50, 150, or 400, with only a top subset tracked daily. This is documented scope, not proof of representative coverage or accuracy.
The product describes turning losing questions and cited-source gaps into content briefs and drafts. Articles can be edited or sent to a connected CMS as drafts, and official pages say nothing publishes without approval. Output quality and organic outcomes are not independently validated.
The MCP documentation describes a remote Streamable HTTP server with OAuth 2.0, optional API keys, one-brand scope, and read/write annotations across 28 tools. It supports documented integration access, not an independent uptime, quota, or security audit.
Official pages support product existence, published pricing, and stated workflow. SaaSHub corroborates a public product surface but does not provide a meaningful review sample. No checked source validates citation accuracy, repeatability, or business impact.
03 / Commercial boundaries
Terms below reflect the 2026-10-14 source review, not a new live quote. Confirm currency, billing term, tax and required scope with the provider.
Starter $49/month, Growth $99/month, and Pro $199/month after a 7-day trial; pricing is per brand.
Archived research · Official pricing checked 2026-10-14.Research excerpt · Pricing and limits50 / 150 / 400 tracked questions on Starter / Growth / Pro; top 10 / 25 / 50 are tracked daily and the remainder weekly.
Archived research · Official pricing checked 2026-10-14.Research excerpt · Pricing and limitsThe official pricing page checked 2026-10-14 lists Starter $49/month, Growth $99/month, and Pro $199/month after a 7-day trial. Question allowances are 50, 150, and 400; pricing is per brand. Confirm brand limits, API quotas, retention, CMS permissions, and any agency or done-for-you terms before purchase.
04 / The tradeoffs
50 / 150 / 400 tracked questions on Starter / Growth / Pro; top 10 / 25 / 50 are tracked daily and the remainder weekly.
05 / Choose by the job
Editorial fit comparisons—not performance rankings or claims that one option always wins.
OpenSEO · MCP-connected SEO/GEO research and self-hosting · more developer-oriented
SEOmatic · supervised SEO agents, CMS integrations, and proof reports · more agency-oriented
WhyIQ AI Radar · focused five-engine citation monitoring · narrower measurement surface
06 / What we can substantiate
Independent product-specific feedback is sparse. SaaSHub provides a third-party listing, screenshots, category placement, and vendor-provided answers, but no established public review sample or controlled test. These signals corroborate a public product surface and fit, not measurement accuracy, citation completeness, or GEO outcomes.
AICiteKit assessment: public-source research, not a hands-on product test. Official materials establish stated scope; reviews are dated and may concern the broader platform. Neither establishes guaranteed citations, traffic or revenue.
| Source | Evidence type | Checked |
|---|---|---|
| Peak Answer homepage ↗ | Official product page | |
| Peak Answer pricing ↗ | Official pricing page | |
| Peak Answer five pillars ↗ | Official product documentation | |
| Peak Answer MCP documentation ↗ | Official technical documentation | |
| Peak Answer done-for-you service ↗ | Official service page | |
| SaaSHub Peak Answer profile ↗ | Third-party product listing with screenshots; no established review sample | |
| CitedIndex Peak Answer listing ↗ | Directory discovery source; not quality evidence |
Preserved from the published research. Dates, review counts and product-scope qualifications below have not been refreshed by this layout migration.
| Source | Public signal | What it supports | Confidence |
|---|---|---|---|
| Peak Answer homepage | Six named engines, simulated-browser measurement, content/link/social workflow | Vendor-stated product scope; not efficacy evidence | High for stated behavior; not independent |
| Peak Answer pricing | $49/$99/$199 plans, question and article allowances, API/MCP | Published commercial terms and limits | High for published terms |
| Five pillars | Measurement-to-action workflow and approval boundary | Vendor-stated workflow | Medium; no independent efficacy test |
| MCP documentation | OAuth 2.0, one-brand scope, 28 tools, read/write annotations | Documented integration boundary | Medium; vendor-authored |
| SaaSHub profile | Third-party listing, screenshots, category placement; no established review sample | Product existence and category context | Low-to-medium; vendor-provided answers present |
No checked independent source provides a Peak Answer rating sample, controlled accuracy comparison, citation-recall test, repeatability study, or before/after outcome evidence.
Layout migration: October 4, 2026. The original MDX research is retained in the repository; this reorganization does not refresh its factual verification dates.