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benchmarq

Resources.Technical guides, release notes, and reference documentation.

Everything engineering and search teams need to optimize websites for generative search engines, answer bots, and autonomous AI agents. Explore our practical implementation guides, canonical glossary, release history, and technical FAQs.

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Direct, structured resources built for frontend developers, technical SEOs, and digital architects.

Technical guides

Implementation playbooks for GEO, AEO, and AIO: writing llms.txt files, managing AI crawler access in robots.txt, and structuring JSON-LD entity graphs.

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Glossary of terms

Clear, authoritative definitions for 20+ core concepts across generative search, machine readability, model context protocols, and agentic workflows.

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Release notes

Dated changelog covering new diagnostic checks, audit engine enhancements, platform feature releases, and MCP server updates.

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Frequently asked questions

Comprehensive technical answers regarding our 200+ deterministic checks, 4-track scoring model, report schemas, and EU data privacy standards.

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Developer & tooling ecosystem

Integrate Benchmarq diagnostics directly into your development environment and automation pipelines.

Benchmarq MCP server

Connect AI coding assistants in Cursor, VS Code, or Claude Desktop directly to live domain audit data and track deductions.

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Checks catalog & test specs

Inspect every test in our 200+ diagnostic suite across GEO, AIO, AEO, and CORE with specific failure triggers and remediation guidance.

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How-to tutorials

Step-by-step guides for launching domain audits, configuring competitor benchmarks, and reading structured report exports.

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Audit your website's AI readiness today

Enter your domain to run 200+ rule-based checks across GEO, AIO, AEO, and CORE in under 2 minutes. Free plan includes 4 pages a month with zero setup required.

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Benchmarq UIThe Benchmarq web app: scans, dashboards and reports in one place.Benchmarq MCPAsk your AI assistant for scores and issues through the Benchmarq MCP server.Audit engineOver 200 signals across four tracks, scored with clear weights.ReportsDetailed reports with scores, findings and prioritized fixes.

Why Benchmarq

Competitor benchmarkingScore competitors with the same audit and see where you gain or lose ground.Domain tracking and score historyFollow every domain over time with a full history of scores.E-commerce suiteChecks tuned for shops: product data, feeds and shopping agents.Agentic apps suiteChecks for apps that agents call: tools, schemas and access.The layer trackers can't seePrompt trackers show answers; Benchmarq shows why your site is or is not used.Built in the EUBuilt in the EU by Enso DX, in line with EU privacy and AI rules.Transparent scoringHow your score is built: deterministic rules and weights you can audit.Product comparisonsBenchmarq next to other AI visibility tools.

PricingPlans and pricing in the Benchmarq app.

GuidesGuides and technical references for GEO, AEO, and AIO.GlossaryClear definitions for AI search, indexing, and agent protocols.Release notesWhat changed in Benchmarq, and when.FAQAnswers to common questions about audits, scoring and your data.SupportHelp, guides and ways to reach the team.How-toStep-by-step implementation guides for Benchmarq workflows.Getting startedStep-by-step onboarding walkthrough from sign-up to fix remediation.Get in touchEmail the team for help, feedback or partnership questions.Privacy policyHow Benchmarq collects, uses and protects your data.Cookie preferencesReview and change your cookie choices.AI statementHow and where Benchmarq uses AI.Accessibility commitmentOur commitment to an accessible website and product.