OpenSEO

What it does

Monitors AI answers

YesA dedicated AI Visibility screen looks up a brand or domain and reports how two AI-search sources mention or cite it, alongside the classic SEO tooling.Search for a brand or domain and inspect how ChatGPT and Google AI Overview mention or cite it in available results.openseo.so/features/ai-brand-visibility ↗

Optimises your content

PartlyThe site audit inspects pages you already own and names page-level defects to fix, but the vendor states classic on-page content optimisation is deliberately out of scope.Status codes, titles, meta descriptions, headings, indexability signals, image alt coverage, links, and response time for every crawled page.openseo.so/features/site-audit ↗

Generates content

NoNo feature writes copy today; the vendor lists content writing for agents on its roadmap under Soon, which is a plan rather than a shipped capability.Content writing workflows for Agentsopenseo.so/roadmap ↗

Publishes to your site

NoThe workspace is described as research, tracking and auditing only; no CMS, WordPress or publishing integration appears on the features index or in the docs.Research keywords, track rankings, audit sites, and understand your AI visibility from one modern platform.openseo.so/features ↗

Technical AEO

PartlyTechnical SEO checks are real — indexability signals, Lighthouse, URL inspection — but AEO-specific work such as llms.txt or agent readiness checks is roadmap, not shipped.Inspect pages for status codes, titles, meta descriptions, headings, indexability signals, image alt coverage, links, response time, and optional…openseo.so/features/site-audit ↗

Done-for-you service

NoThis is self-serve software sold as one subscription or self-hosted for free; no managed, done-for-you or consulting engagement is offered anywhere on the site.One plan. Everything included.openseo.so/pricing ↗

Answer engines

ChatGPT

YesChatGPT is one of the two named sources behind the AI visibility report, and the pricing estimator meters ChatGPT brand checks as a billable unit.AI brand visibility is how often your brand or domain appears in available ChatGPT and Google AI Overview mention and citation data.openseo.so/features/ai-brand-visibility ↗

Google AI Overviews

YesGoogle AI Overview is the second named data source for brand mentions and citations, stated on the feature page, its FAQ and the features index.See whether ChatGPT and Google AI Overview data mention or cite your brand or domain.openseo.so/features/ai-brand-visibility ↗

Google AI Mode

NoThe vendor defines its AI visibility data as ChatGPT and Google AI Overview mentions and citations; Google AI Mode is named nowhere on the site, including the roadmap.AI brand visibility is how often your brand or domain appears in available ChatGPT and Google AI Overview mention and citation data.openseo.so/features/ai-brand-visibility ↗

Microsoft Copilot

NoMicrosoft Copilot is absent from every public page, while the visibility feature states its mention and citation data comes from ChatGPT and Google AI Overview.AI brand visibility is how often your brand or domain appears in available ChatGPT and Google AI Overview mention and citation data.openseo.so/features/ai-brand-visibility ↗

Meta AI

NoMeta AI never appears on the vendor's site, and the AI visibility report is defined as covering ChatGPT and Google AI Overview mention and citation data only.AI brand visibility is how often your brand or domain appears in available ChatGPT and Google AI Overview mention and citation data.openseo.so/features/ai-brand-visibility ↗

Coverage in the vendor’s words

PartlyBrand monitoring is stated as two sources, ChatGPT and Google AI Overview, while Prompt Explorer compares unnamed 'supported AI models', so the full engine list is undisclosed.OpenSEO's AI visibility workflow looks at mentions, cited pages, related prompts, and platform-level metrics from supported AI-search sources.openseo.so/features/ai-brand-visibility ↗

Not established: Perplexity, Gemini, Claude, Grok, DeepSeek

What it reports

Names the cited sources

YesThe report surfaces the URLs, domains and platforms behind brand mentions, and Prompt Explorer shows citation URLs returned with model answers.Review the URLs, domains, and platforms contributing to brand mentions.openseo.so/features/ai-brand-visibility ↗

Competitor tracking

PartlyClassic competitor research is strong via domain overview and backlink comparison, but on the AI side the vendor describes highlighting one brand per prompt rather than a rival view.Highlight a brand and see whether each model mentions it in the answer or cited sources.openseo.so/features/ai-search-prompts ↗

Brand sentiment

NoThe AI visibility output is enumerated as mentions, cited pages and related prompts; no sentiment, attribute or perception scoring is described anywhere on the site.Look up a brand or domain and review ChatGPT and Google AI Overview mentions, cited pages, and related prompts.openseo.so/features/ai-brand-visibility ↗

Recommendations

PartlyAudit findings and agent skills produce a next action to take, yet the vendor explicitly refuses on-page optimisation scoring such as keyword density.Audit a website with your AI agent and get a one-page, plain-language SEO report built around a single next action.openseo.so/docs ↗

AI crawler analytics

NoThe crawler runs outward from OpenSEO over your pages; the audit's stated checks are page signals only, with no AI bot hit or log analysis offered.Status codes, titles, meta descriptions, headings, indexability signals, image alt coverage, links, and response time for every crawled page.openseo.so/features/site-audit ↗

Wrong answers about you

NoNothing in the AI visibility workflow checks whether an engine states something false; the described output stops at mentions, cited pages and prompts.Use cited pages and related prompts as clues for content, reputation, or comparison coverage to investigate.openseo.so/features/ai-brand-visibility ↗

Plans and signing up

Prompt or credit allowance

YesVolume is metered in dollars of usage rather than a prompt quota: the plan carries ten dollars of credit monthly and each ChatGPT brand check is priced individually.Includes $10 of usage every monthopenseo.so/pricing ↗

Projects or brands

YesSeveral projects live in one account — the docs tell an agent to list projects and pass a project ID, and the agency estimator prices multiple websites.If your agent cannot find a project, ask it to list OpenSEO projects first and use the returned project ID in later tool calls.openseo.so/docs/mcp ↗

Countries

YesRank tracking is configured per domain and location, and MCP exposes local SERP lookups around a coordinate; the AI visibility side is not described as geo-segmented.Create rank tracking configurations for the domains and locations you care about.openseo.so/features/rank-tracking ↗

How often it checks

YesRank checks run manually, weekly or daily: I focused the vendor's frequency slider and stepped it through all three labelled positions; AI brand checks are on demand and billed per check.Rank tracking frequencyopenseo.so/pricing ↗

Card required to start

NoSign-up is advertised without a card, and the strategy library repeats that trying OpenSEO does not require one before the $10 subscription starts.OpenSEO is open source, free to try, and does not require a credit card.openseo.so/library/keyword-research/int… ↗

Self-serve signup

YesOne published plan, a sign-up link and no sales contact anywhere: a buyer starts free and subscribes at ten dollars without talking to anyone.You can start OpenSEO for free; the paid plan is $10/month with usage credits included.openseo.so/features/keyword-research ↗

Access and integrations

API

PartlyPersonal API keys exist, but they authenticate the hosted MCP endpoint for headless clients; the docs describe no separate REST or data API for your own stack.Use an API key in headless environments, CI, or clients where OAuth is inconvenient. API keys are personal: anything an agent does with your key acts…openseo.so/docs/mcp ↗

MCP server

YesA hosted MCP server is the product's centrepiece, exposing keyword, SERP, domain, backlink, rank tracking and Search Console tools to any MCP client.OpenSEO MCP lets compatible AI clients call OpenSEO tools for keyword research, SERP inspection, local business research, competitive search…openseo.so/docs/mcp ↗

BI export

PartlyAudit data and Lighthouse findings can be exported for developers, but no Looker, Power BI or warehouse connector is documented; agents pull data over MCP instead.Export crawled page data and Lighthouse findings for developers and content teams.openseo.so/features/site-audit ↗