OpenSEO

OpenSEO is an open-source SEO platform that provides keyword research, rank tracking, backlinks, site audits, and AI visibility tools, designed for AI-agent workflows ^S14. It is used by founders, marketers, agencies, and developers who need a shared crawl report and optional Lighthouse issue export ^S21. The platform connects to AI assistants via MCP, enabling them to read Search Console data and perform SEO research in the same conversation ^S15.

• Identity: OpenSEO is an open-source SEO platform and product of Every App, Inc. ^{S1 S14}
• Core purpose: It solves the problem of fragmented SEO research by connecting tools and data for AI-agent workflows ^{S14 S1}
• Intended users: Founders, marketers, agencies, and developers who need shared SEO reports and AI-agent integration ^S21
• Product scope: A platform with keyword research, rank tracking, domain overview, backlinks, site audit, AI visibility, and prompt explorer ^S1
• Positioning: Open-source SEO tool for people working with AI, emphasizing transparency and customization ^S1
• Claimed distinction: Covers core SEO reports without a triple-digit monthly seat, using real Scout search index data ^{S42 S164}

OpenSEO is the open source alternative to Ahrefs and Semrush. Keyword research, backlinks, rank tracking, and site audits, billed by usage instead of a $100-plus monthly subscription. openseo.so: an estimated 433,219 total monthly visits and about 4,591 monthly organic visits across 285 ranking keywords. Scout crawled 15 pages and measured a technical health score of 100/100.

• Total traffic (modeled): 433,219 monthly visits across all channels.
• Organic search traffic (estimated): 4,591 monthly visits from search.
• Strongest sampled ranking: open seo at position 1.
• Leading page in the collected evidence: https://openseo.so/.
• Closest measured organic competitor: github.com, appearing 3 times in the sampled first-page SERPs.
• Technical crawl: 15 pages, health score 100/100.

Website intelligence — Collected evidence

Company identity and positioning

Website intelligence — Scout synthesis

• OpenSEO is an open-source SEO platform that positions itself as a lean alternative to expensive legacy tools, offering keyword research, backlinks, rank tracking, and site audits in one workspace W49 W50 W51 W142.
• Key differentiator: It connects to AI agents (Claude, Codex, Gemini, etc.) via an MCP (Model Context Protocol) server, allowing users to run SEO tasks like keyword research and competitor analysis directly from their AI assistant W3 W5 W10 W99 W100.
• Pricing: A single, all-inclusive plan at $10/month of included usage, with a pricing estimator suggesting typical usage fits within that allowance W50 W55 W67. This is positioned against competitors like Ahrefs ($129/mo for Lite) and Semrush ($139/mo for SEO plan) W72 W81.
• AI Visibility: Offers a dedicated tool to track brand mentions and citations in AI answers (ChatGPT, Gemini, Google AI Overviews), treating AI search as a research layer alongside traditional SEO W121 W122 W132 W141.
• Trust & Adoption: Claims 3,000+ entrepreneurs as users, with testimonials highlighting ease of use and value compared to expensive alternatives W20 W21 W22 W23.
• Data Source: Uses DataForSEO for its underlying data, with an affiliate link disclosed W24.
• Scout Inference: The site's content strategy heavily targets comparison keywords (e.g., "Ahrefs pricing", "Semrush pricing") to capture high-intent traffic from users evaluating SEO tools, directly positioning OpenSEO as a more affordable alternative W25 W73.
• Scout Inference: The focus on MCP and AI agent integration is a forward-looking feature that may appeal to a tech-savvy audience looking to automate SEO workflows W3 W5.

Total website traffic

Domain identity

Website capture

Top organic keywords

Independent Google result page

Query: open seo

Website intelligence — Collected evidence

Prioritized website intelligence pages

Features

Pricing and plans

Integrations and supported platforms

Product and company updates

No supporting public-page evidence was collected for this category.

Website intelligence — Scout synthesis

• First-Party Claim: The homepage (/) is a primary landing page, featuring the core value proposition, MCP integration details, and customer testimonials W1 W2 W3 W20.
• First-Party Claim: The pricing page (/pricing) includes an interactive estimator to help users understand usage costs, highlighting the $10 included monthly usage W49 W50 W55 W58.
• First-Party Claim: The features page (/features) serves as a central hub, listing all major tools including keyword research, rank tracking, domain overview, backlink checker, and AI visibility W97 W98 W144.
• First-Party Claim: Dedicated feature pages exist for key tools, such as AI Brand Visibility (/features/ai-brand-visibility) and Keyword Research (/features/keyword-research) W121 W217.
• First-Party Claim: The site hosts comparison pages for competitors, including /ahrefs-pricing and /semrush-pricing, which are likely significant entry points for organic traffic W25 W73.
• First-Party Claim: Free tools are offered as lead magnets, including a free backlink checker (/backlink-checker) and a free website traffic checker (/website-traffic-checker) W172 W197.
• Scout Inference: The combination of free tools and detailed comparison content suggests a top-of-funnel strategy to capture users at various stages of the buying journey W172 W197.

This analysis created the first position baseline at 2026-10-24T05:35:57.943Z. Movement appears after the next fresh analysis using the same location and language.

Website intelligence — Scout synthesis

• First-Party Claim: OpenSEO includes a rank tracker for monitoring keyword positions W111 W112.
• First-Party Claim: The pricing estimator allows users to configure the number of keywords tracked per site and the tracking frequency (e.g., weekly) W65 W66.
• First-Party Claim: The rank tracking feature is included in the single all-inclusive plan W51.
• First-Party Claim: The MCP tool can be used to save keywords for rank tracking workflows W226.
• Scout Inference: The pricing estimator example shows 50 keywords tracked per site on a weekly basis, which would result in 217 checks per month, suggesting a cost model based on check volume W65 W66 W71.
• Scout Inference: The evidence catalog does not provide specific details on the rank tracking interface, historical data retention, or accuracy, which are gaps in the evidence W111.

Sampled competitors

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

Website intelligence — Scout synthesis

• First-Party Claim: OpenSEO positions itself as a direct alternative to expensive, legacy SEO tools, stating "Other SEO tools are too expensive. OpenSEO grows with you" W49.
• First-Party Claim: The platform explicitly compares its pricing to Ahrefs, noting "For comparison: Ahrefs Lite is $129/mo" on its own pricing page W72.
• First-Party Claim: OpenSEO publishes detailed pricing guides for competitors, including Ahrefs (plans from $29 to $1,499/mo) and Semrush (plans from $139 to $549/mo) W26 W74.
• First-Party Claim: The platform's value proposition includes being "open source" and offering "all of the value, none of the bloat" compared to alternatives W21 W142.
• First-Party Claim: A key differentiator is the MCP integration, allowing AI agents to work with the platform's data, a feature not highlighted in the competitor pricing summaries W3 W5 W99.
• Scout Inference: The strategy of creating detailed, up-to-date competitor pricing pages (e.g., noting Semrush's May 2026 plan change) is designed to capture high-intent search traffic from users comparing options W76 W88.
• Scout Inference: By highlighting the cost of competitors (e.g., $129/mo for Ahrefs Lite) against its own $10 included usage, OpenSEO frames itself as a significantly more affordable option W55 W72.

Website intelligence — Scout synthesis

• First-Party Claim: OpenSEO offers a backlink checker tool to analyze backlinks, referring domains, and linked pages W169 W170.
• First-Party Claim: The tool provides signals such as rank, spam, broken, lost, and nofollow to inspect link quality W176.
• First-Party Claim: A free version of the backlink checker is available, showing a domain's backlink summary and top 15 backlinks without requiring signup W172 W173.
• First-Party Claim: The platform's MCP support allows AI agents to pull backlink context during SEO research W184.
• First-Party Claim: The site includes a "Link Building Strategy Library" with practitioner guides on topics like backlink audits and referring domains W185 W186 W187 W189.
• Scout Inference: The backlink checker is a core feature, but the evidence catalog does not provide data on OpenSEO's own backlink profile or domain authority. This is a gap in the evidence W169.
• Scout Inference: The free backlink checker tool is likely used as a lead generation mechanism to attract users to the platform W172.

AI-assistant referral traffic

• Estimated current generative-AI referral share: 2.0%

Website intelligence — Collected evidence

Site-stated AI capabilities

These are first-party product claims, not independent measurements of AI-search visibility.

Website intelligence — Scout synthesis

• First-Party Claim: OpenSEO offers an AI Brand Visibility tool to track brand mentions, cited pages, and competitor appearances in AI answers from ChatGPT, Gemini, and Google AI Overviews W121 W122.
• First-Party Claim: The tool allows users to research prompts, preview costs, and schedule daily, weekly, or monthly collection W125 W126.
• First-Party Claim: A separate Prompt Explorer feature lets users compare answers from different AI models (ChatGPT, Claude, Gemini, Perplexity) to the same prompt and inspect cited sources W145 W146 W153 W154.
• First-Party Claim: OpenSEO positions AI visibility as a complement to, not a replacement for, traditional SEO, stating it should "sit beside keyword, domain, backlink, and audit data" W132 W141.
• First-Party Claim: The MCP integration allows AI agents to explore prompts and work with saved AI visibility results W158.
• First-Party Claim: The pricing estimator includes a cost for "AI prompt checks" at approximately $0.002 per check W63 W64.
• Scout Inference: This is a forward-looking feature that addresses the growing importance of AI search, positioning OpenSEO as an innovative player in the SEO space W121.
• Scout Inference: The tool's focus on concrete sources and mentions, rather than "vague AI hype," suggests a practical approach aimed at actionable insights W133.

Website intelligence — Collected evidence

Website evidence gaps

• customers: no usable public page was collected; verify whether the site publishes this evidence.
• reviews: no usable public page was collected; verify whether the site publishes this evidence.
• changes: no usable public page was collected; verify whether the site publishes this evidence.
• identity: no usable public page was collected; verify whether the site publishes this evidence.
• technical: no usable public page was collected; verify whether the site publishes this evidence.

Website intelligence — Scout synthesis

• First-Party Claim: The site has a strong focus on content marketing, with detailed, up-to-date pricing guides for competitors like Ahrefs and Semrush W25 W73. These pages are likely to rank for high-intent keywords like "ahrefs pricing" and "semrush pricing" W25 W73.
• First-Party Claim: Free tools, such as the backlink checker and website traffic checker, are offered without signup, serving as lead magnets to attract potential users W172 W197.
• First-Party Claim: The platform is listed on Product Hunt, indicating a focus on launch-driven growth and community engagement W1.
• First-Party Claim: The MCP integration is a unique selling point that could be leveraged for partnerships with AI agent platforms (Claude, Codex, etc.) W10 W100.
• First-Party Claim: The "Strategy Library" with practitioner guides (e.g., link building, competitive analysis) provides valuable content that can attract users seeking expertise W185 W209 W233.
• Scout Inference: The comparison pages for Ahrefs and Semrush are a significant opportunity to capture users actively evaluating alternatives, directly positioning OpenSEO as a cheaper option W72 W81.
• Scout Inference: The AI visibility feature is a timely topic that can be used to attract users interested in future-proofing their SEO strategy W121.
• Scout Inference: The open-source nature of the platform could be leveraged to build a community and attract developers, though the evidence catalog does not provide details on the open-source repository or community engagement W142.

Independent reviews

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

• Grow your business with SEO — Number 1 Product of the Day on Product Hunt # Grow your business with SEO Connect your favorite AI agent in 2 minutes. OpenSEO gives the data, tools and integrations you need to grow your business's organic traffic.

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.

Not measurable: rdap: no RDAP server published for .so. A gap here means the lookup was unavailable, not that the finding is negative.

Scout — Bounded technical crawl

• Pages crawled: 15 of 15 maximum
• Technical health: 100/100
• Critical issues: 0
• Warnings: 0
• Notices: 3

Issues

Crawled pages

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

Modeled acquisition channels

First-party connections

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Website intelligence — Scout synthesis

• First-Party Claim: OpenSEO provides a Google Search Console (GSC) MCP, giving AI agents access to clicks, impressions, CTR, position, and URL inspection data W101 W102.
• First-Party Claim: The platform states that "Google Search Console data is free and doesn't touch your $10" included usage W54.
• First-Party Claim: The MCP allows agents to access "first-party Search Console data" through OpenSEO W99.
• Scout Inference: The integration of GSC data into the AI agent workflow is a unique feature that allows for personalized, first-party data analysis within the platform W99 W101.
• Scout Inference: The evidence catalog does not provide details on a standalone GSC analytics dashboard within the OpenSEO web app, suggesting the primary interface for this data may be through the MCP/agent W101.

The collected pages mention Scout search index, Semrush, and Ahrefs as alternatives ^S1, but no direct comparison details are provided. Evidence gaps include lack of detailed pricing for self-hosted usage, no customer counts, and no independent review ratings. Open questions remain about the scalability of the free tier and the full feature set of the MCP server.

This report is based on 15 collected pages from openseo.so, including product features, about, docs, and pricing pages. The evidence catalog includes 180 items from static and rendered page captures. External proof search was performed but no independent reviews or ratings were collected. Limitations include potential missing details from pages not fully captured and the absence of third-party verification.

• Official Websitehttps://openseo.so/Verified
• Official Websitehttps://openseo.so/aboutVerified
• Official Websitehttps://openseo.so/featuresVerified
• Official Websitehttps://openseo.so/features/mcpVerified
• Official Websitehttps://openseo.so/features/site-auditVerified
• Documentationhttps://openseo.so/docsVerified
• Pricing Pagehttps://openseo.so/ahrefs-pricingVerified
• Pricing Pagehttps://openseo.so/pricingVerified
• Pricing Pagehttps://openseo.so/semrush-pricingVerified
• Official Websitehttps://openseo.so/features/ai-brand-visibilityVerified
• Official Websitehttps://openseo.so/features/ai-search-promptsVerified
• Official Websitehttps://openseo.so/features/backlink-checkerVerified
• Official Websitehttps://openseo.so/features/domain-overviewVerified
• Official Websitehttps://openseo.so/features/keyword-researchVerified
• Official Websitehttps://openseo.so/features/rank-trackingVerified
• Review Sitehttps://www.producthunt.com/products/openseoVerified
• Review Sitehttps://api.on-page.ai/blog/openseo-reviewVerified
• Review Sitehttps://ryandoser.com/openseo-review/Verified
• Review Sitehttps://saasfinderhub.com/reviews/openseo.htmlVerified
• Review Sitehttps://mostpopularaitools.com/reviews/openseoVerified
• Review Sitehttps://www.producthunt.com/products/openseo/customersVerified
• Documentationhttps://github.com/every-app/open-seo/Verified
• Articlehttps://www.openseo.so/Verified
• Review Sitehttps://websites2know.com/openseo-review/Verified