CiteGraph is a SaaS platform that measures and improves AI visibility by tracking whether AI assistants like ChatGPT, Claude, Gemini, and Perplexity recommend your product. It identifies lost answers where competitors are named instead, shows verbatim AI answers and cited sources, and writes pages or pitches to help you get cited by AI assistants.
IN THE FIELD GUIDE
answergist
answergist.com
Answergist is a self-serve AI-visibility audit and fix engine for founders who do their own marketing. It shows how ChatGPT, Claude, Perplexity, and Google AI Overviews describe your product to buyers and provides fixes to improve AI visibility.
THE PRODUCT, BEYOND THE PITCH
Automatically researched · Not editorially reviewed · Sources checked Oct 12, 2026
A good fit for
- Founders managing product marketing and visibility without external agencies.
Know the limitations
- Free audit allows only one full scorecard per domain; re-scanning later requires a paid plan.
- Trial requires a credit card and lasts 7 days; cancellation must be done from billing portal.
What you can do
- Founders who do their own marketing to improve AI visibility of their products.
Features
- Free AI-visibility audit with no credit card required.
- Generates fix packs including FAQ with JSON-LD, comparison pages, listings checklist, and llms.txt files.
- Weekly re-scans across ChatGPT, Claude, Perplexity, and Google AI Overviews on paid plans.
Integrations
Not confirmed yet.
Platforms & data export
Not confirmed yet.
THE COST FOR YOUR TEAM
Go beyond the starting price.
Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.
Cheapest fit for 1 person, all 1 tools
$0.00/month
$0.00 a year on these plans.
Some figures carry conditions the vendor did not state — see the notes beside each plan.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
FreeCheapest fit Flat subscription | $0.00 | $0.00 |
Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Starter Flat subscription | $39.00 | $468.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
Growth Flat subscription | $99.00 | $1,188.00 | Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
A practical workflow
- User enters site and work email at the same domain to receive a link for the free audit.
- After audit, user receives a scorecard with AI-visibility score, per-engine breakdown, share of voice, and losing prompts.
- Paid plans provide weekly re-scans and generated fix packs that update when losing prompts change.
Based on the sources below. Editorial review does not imply hands-on product testing.
Alternatives to explore
Filter alternatives →Candidates based on category and primary feature. Check feature and pricing differences before switching.
AudFlo is an AI Visibility Audit Platform that helps founders understand why AI engines like ChatGPT, Claude, Gemini, and Perplexity recommend competitors instead of their product. It scans websites, provides an AI Visibility Score, identifies blockers, and generates ready-to-ship fixes to improve AI recommendation readiness.
LandKit is a SaaS platform that integrates SEO and AI visibility management into a single dashboard. It tracks Google rankings and AI chatbot citations, providing weekly prioritized action plans to improve search engine and AI model visibility.
isready.ai is an open-source CLI and web service that audits websites for AI-readability and optimization for AI search engines like ChatGPT, Claude, and Perplexity. It performs 32 evidence-based checks across five dimensions to score sites and provides concrete fixes to improve AI visibility and interaction.
What changed
1 recorded change · latest 10/12/2026
Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.
Updated: best for, export formats, features, integrations, limitations, plans, platforms, sources, summary, switching, use cases, walkthrough
See recorded changes
bestForBefore: ["Founders who want to understand and improve how AI engines describe their products to buyers.","Marketing teams seeking ongoing AI visibility monitoring and fix generation for their products and competitors."]
After: ["Founders managing product marketing and visibility without external agencies."]
exportFormatsBefore: ["Fix packs download as markdown files including FAQ with JSON-LD, comparison pages, listings checklist, and llms.txt."]
After: []
featuresBefore: ["AI-visibility audit that queries 15 buyer questions across three AI engines.","Generates fix packs including FAQ with JSON-LD, comparison pages, listings checklist, and llms.txt files."]
After: ["Free AI-visibility audit with no credit card required.","Generates fix packs including FAQ with JSON-LD, comparison pages, listings checklist, and llms.txt files.","Weekly re-scans across ChatGPT, Claude, Perplexity, and Google AI Overviews on paid plans."]
integrationsBefore: ["Exports include Slack digest and CSV export for paid plans."]
After: []
limitationsBefore: ["Free audit allows only one full scorecard per verified domain; re-scanning requires a paid plan.","Public scorecards are at unguessable links excluded from search engines and are not automatically public."]
After: ["Free audit allows only one full scorecard per domain; re-scanning later requires a paid plan.","Trial requires a credit card and lasts 7 days; cancellation must be done from billing portal."]
plansBefore: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Team allowances are unconfirmed; flat and free estimates are limited to one person. Confirm usage, taxes and terms with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]
After: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":true,"seatsConfirmed":false},{"name":"Starter","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":39,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Growth","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":99,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]
platformsBefore: ["Web-based platform accessible via browser with email verification for domain ownership."]
After: []
sourcesBefore: [{"url":"https://www.answergist.com/","label":"AI visibility audit for ChatGPT, Perplexity & Google AI Overviews"},{"url":"https://www.answergist.com/pricing","label":"Pricing — Answergist"},{"url":"https://www.answergist.com/faq","label":"FAQ — Answergist"}]
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summaryBefore: "Answergist is a self-serve AI-visibility audit and fix engine for founders who do their own marketing. It analyzes how ChatGPT, Perplexity, and Google AI Overviews describe your product and provides a scorecard with missing answers, competitor share-of-voice, and generated fix content."
After: "Answergist is a self-serve AI-visibility audit and fix engine for founders who do their own marketing. It shows how ChatGPT, Claude, Perplexity, and Google AI Overviews describe your product to buyers and provides fixes to improve AI visibility."
switchingBefore: ["Users can edit their rival list at any time and re-score stored answers instantly without a new scan."]
After: []
useCasesBefore: []
After: ["Founders who do their own marketing to improve AI visibility of their products."]
walkthroughBefore: ["User enters their site and work email at the same domain to receive a verification link and run the free audit.","Paid plans generate fix packs from losing prompts and provide weekly re-scans and competitor watches."]
After: ["User enters site and work email at the same domain to receive a link for the free audit.","After audit, user receives a scorecard with AI-visibility score, per-engine breakdown, share of voice, and losing prompts.","Paid plans provide weekly re-scans and generated fix packs that update when losing prompts change."]
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