GEO tool research for better decisions
Explore tools for AI visibility, content, and analytics. Compare pricing, capabilities, and documented platform coverage—with sources, verification dates, and limitations in every review.
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Directory / tool index
Newly archived tools, ordered by their directory publication date.
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Open-source local workspace for AI-answer mentions, citations, actions, and retests
MIT-licensed local distribution; basic browser collection and starter templates do not require paid model calls, while optional research/generation use provider API balance and local infrastructure has operating costs.
Self-hosted analytics for AI crawlers, referrals, and GEO evidence
MIT-licensed source distribution; no hosted subscription or paid quota was listed in the checked repository materials. Infrastructure and operations remain external costs.
Done-for-you GEO and content operations for B2B inbound leads
The official pricing page displays Growth at $1,800/month and Scale at $3,200/month within a six-month sprint framing.
Local AI-search visibility monitoring and sourced publishing for service businesses
Company is publicly listed at $99/month or $995/year with a 14-day trial; the trial requires a card and annual billing is advertised as saving $193.
Local SEO and AI-search readiness audits that run in CI
The public repository describes the CLI, audit runtime, MCP server, and GitHub Action as free/open-source surfaces; optional hosted pricing was not established.
MCP-powered brand mentions and citations across AI answers
Free-plan examples: $0.0316 per Google Overview sample, $0.009 per provider answer sample, $0.003 per question summary, and $0.001082 per actor start; volume tiers reduce some rates.
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| Entry | Research area | Pricing | Evidence | Verified |
|---|---|---|---|---|
| BeatGEO | AI Search Monitoring | Free | medium | Nov 3, 2026 |
| GEOInflow | Analytics | Free | medium | Nov 3, 2026 |
| Mersel AI | AI Search Monitoring | Paid | medium | Nov 3, 2026 |
| PressGEO | AI Search Monitoring | Paid | medium | Nov 3, 2026 |
| RankCLI | AI Search Monitoring | Free | medium | Nov 3, 2026 |
| AI Answer Visibility Tracker | AI Search Monitoring | Paid | medium | Nov 2, 2026 |
Field notes / method insights
Recent notes connect observed AI-search signals to a defensible workflow.
A practical AI Search freshness SLA for pricing, product facts, availability, and other claims that can become stale in AI answers.
A practical AI Search evidence-capture workflow for preserving prompts, answers, visible citations, source URLs, and collection conditions without overstating what one observation proves.
A practical framework for grouping AI Search prompts by buyer intent, preserving comparable evidence, and avoiding misleading visibility averages.
Know what you’re choosing
Follow vendor documentation and cited evidence. Featured placement is an editorial choice, not a popularity ranking.
Look for billing terms, plan limits, and the last verification date before comparing headline prices.
The directory includes direct AI visibility tools and supporting content, SEO, and data tools. Their role and limits are explained in each review.