Free Tool · Diagnostic
AI Visibility Signal Diagnostic
Answer three questions and find out which AI-search signal is broken, mention, citation, or recommendation, with the specific fix for each.
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Free Tool · Calculator
Platform-Weighted Visibility & Share of Model Calculator
Per-engine mention and prompt counts give a weighted AI-visibility score; add field mentions to get your Share of Model, your weighted presence as a share of the whole competitive field.
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Free Tool · Calculator
Sample-Size & Confidence Planner
The observations and prompt count you need for a target margin of error, plus a Wilson confidence interval for any AI inclusion rate you have measured.
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Free Tool · Calculator
Sentiment & Share-of-Voice Calculator
Turn positive/neutral/negative mention counts into a bounded sentiment index, and brand-versus-competitor counts into entity share of voice.
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Free Tool · Diagnostic
Cross-Engine Source Overlap Calculator
Paste the domains each AI engine cited for a prompt and see the pairwise Jaccard overlap, proof you must optimise each engine separately.
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Free Tool · Diagnostic
Agentic Commerce Readiness Scorecard
Score your store against what AI shopping agents require, sub-200ms latency, machine-readable catalog, unified incentives, identity linking, MACH, with gaps ranked.
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Free Tool · Analyzer
Product Schema (JSON-LD) Auditor
Paste a product page and audit its Product/Offer JSON-LD for the fields agents need: SKU/GTIN, price, availability, live inventory, granular specs, dateModified.
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Free Tool · Security
UGC Prompt-Injection Scanner
Paste a review or user-generated text and flag the prompt-injection patterns, hidden HTML comments and redirect URLs that hijack AI agents parsing your page.
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Free Tool · Generator
Product/Offer JSON-LD Generator
Generate agent-readable Product + Offer JSON-LD with explicit attributes, live inventory and a dateModified stamp. Copy or download.
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Free Tool · Analyzer
Chunk Retrievability Analyzer
Paste a page to see how a retriever splits it into passages, then score each chunk in isolation and flag the orphaned ones that never name their own subject.
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Free Tool · Diagnostic
Retrieval-Readiness Checklist
Score an article against the eight properties that decide whether its passages survive chunking, retrieval and reranking, with your biggest gaps ranked.
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Free Tool · Calculator
RRF Rank-Fusion Calculator
Enter a dense ranking and a keyword ranking and see the Reciprocal Rank Fusion merge with k=60, why good-on-both beats best-on-one.
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Free Tool · Generator
Entity Home JSON-LD Generator
Generate nested @graph Entity Home schema, Organization + WebPage, with explicit @id URIs, reciprocal mainEntity/mainEntityOfPage binding, and a sameAs array.
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Free Tool · Diagnostic
Entity Readiness Scorecard
Score your readiness to be a recognized entity across the three gates, Understandability, Credibility, Deliverability, plus NEEATT notability, with gaps ranked.
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Free Tool · Analyzer
Fact-Consistency Checker
Check whether your legal name, founding date and HQ match across profiles. Drift fragments your entity node, this flags every conflict against the Entity Home.
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Free Tool · Generator
llms.txt Generator
Build a spec-compliant llms.txt, single H1, blockquote, sectioned links in the mandatory - [Title](URL): Description format, then copy or download.
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Free Tool · Analyzer
AI Bot Log Analyzer
Paste your access log to see AI-crawler traffic, per-agent status codes, /llms.txt hits, and 403/429 flags where citation bots are silently blocked.
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Free Tool · Validator
llms.txt Validator
Paste your llms.txt and lint it against the seven structural spec rules plus description quality, with the fixes ranked.
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Free Tool · Generator
robots.txt for AI Generator
Toggle allow/disallow per AI crawler and get a correct robots.txt, keeping citation bots in while controlling training bots, separately.
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Free Tool · Diagnostic
Reddit Thread Citability Scorer
Score how likely AI is to cite a Reddit thread against the signature engines reward, question title, self-post, direct answer, named entities.
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Free Tool · Planner
Reddit Warm-Up & Compliance Planner
Map your account to the 30-day warm-up and 9:1 rule: your phase, your brand-link gate, value-to-promotion ratio, and shadowban risk.
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Free Tool · Planner
Engine Reddit-Reliance Planner
Pick your target engines and get the split between Reddit forum seeding and owned structured assets, from each engine's Reddit citation share.
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Free Tool · Diagnostic
Dual-Track AI Visibility Scorecard
Score your visibility on Google's two AI surfaces separately, AI Overviews and AI Mode, with your biggest gaps on each track ranked.
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Free Tool · Diagnostic
Facet Coverage Auditor
Audit your content against the eight facets a query fan-out targets, and get a ranked list of the briefs you are missing.
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Free Tool · Calculator
Expected-Citation Estimator
Estimate your AI-citation rate from facet coverage and selection strength, the metric that replaces rank tracking under fan-out.
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Free Tool · Generator
Fan-Out Content Brief Generator
Turn a head term into an eight-facet content brief: one question-style H2 per facet plus its target corpus. Copy or download.
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Free Tool · Diagnostic
Comparison Page Extractability Scorer
Score a comparison page on the four levers that decide whether AI quotes it, answer position, fact density, question headings, neutrality, with your weakest lever flagged.
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Free Tool · Generator
Comparison Schema Generator
Generate nested ItemList + SoftwareApplication JSON-LD for a comparison page, so an engine reads your product ranking directly. Copy or download.
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Free Tool · Analyzer
Content Visibility Ratio Checker
Paste your raw fetch and rendered page to see the Content Visibility Ratio, how much of your content AI crawlers can read without running JavaScript.
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Free Tool · Advisor
Rendering Remediation Advisor
Answer three questions about your content and codebase and get the right rendering fix, SSR, SSG, ISR or edge prerendering, with the cost trade-off.
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Free Tool · Diagnostic
Rendering Remediation Priority Scorer
Rank which pages to make AI-readable first: Risk = citation share x (1 - Content Visibility Ratio), across your commercial page types.
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Free Tool · Generator
Bot-Fetch Test Command Generator
Generate the curl and multi-bot sweep commands to test whether AI crawlers can read your page without a browser. Copy or download.
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Free Tool · Visualizer
Query Fan-Out Simulator
See how AI Mode shreds a buyer query into parallel sub-queries, and which content type resolves each branch.
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Free Tool · Analyzer
Answer Block Optimizer
Check the answer that leads your H2 against the 40-55 word extraction window AI engines lift from.
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Free Tool · Estimator
Crawl-Depth Retrieval Estimator
Estimate a page's real-time AI retrieval probability by crawl depth, grounded in the depth curve where retrieval falls off a cliff past 3 hops.
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Free Tool · Diagnostic
Off-Site Authority Stack Scorecard
Rate your off-site authority across review sites, analyst relations, community presence, and entity consistency, with your biggest citation gaps ranked.
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Free Tool · Estimator
Content Recency Decay Estimator
Estimate how fast a page's AI citations decay by engine, and get a refresh-by date.
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Free Tool · Analyzer
Page Citability Analyzer
Paste a page and score its citability against high-citation benchmarks; get the fixes that matter.
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Free Tool · Validator
Claim-Anchoring Validator
Validate a page against the four-part Claim-Anchoring framework and get a hallucination-risk score.
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Free Tool · Matrix
AI Platform Optimization Matrix
Pick your target AI engines and content type for per-engine structure, schema and cadence.
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Free Tool · Analyzer
B2B SaaS Funnel Gap Analyzer
See your TOFU/MOFU/BOFU balance against a citation-optimized split and the gaps to close.
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Free Tool · Diagnostic
GEO Readiness Scorecard
Score your brand's readiness to be cited by AI across crawlability, authority, Information Gain, and structure.
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Free Tool · Planner
GEO Content-Mix Planner
Turn your monthly content capacity into a citation-optimized mix: flagship, derivative, product, news.
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Free Tool · Estimator
Zero-Click Traffic-at-Risk Estimator
Estimate how much organic traffic is exposed to zero-click erosion as AI answers expand.
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Free Tool · Calculator
GEO Lift Calculator
Model the AI citation lift on your Share of Model using the Princeton/KDD GEO coefficients.
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