On Launch Llama
CiteGraph - Get your product mentioned by AI assistants.
See whether ChatGPT, Claude, Gemini and Perplexity recommend your product, why rivals get named instead, and get the pages written that fix it. For founders, SaaS and marketing teams.
Built by Asif Kabir
Visit website → Upvotes · 4
In category: #2164 of 2745 · Artificial Intelligence
CiteGraph is a Instant Launch listing on Launch Llama with 4 total upvotes across 2 founder supporters, +4 in the week of Oct 5–Oct 11, 2026, founded by Asif Kabir who joined in Oct 2026, compared against 6 alternatives.
Instant Launch listing
Listing status
4upvotes
+4 · Oct 5–Oct 11, 2026
Community score
Asif Kabir (Joined Oct 2026)
Founder
Compared against 6 alternatives
Market comparison
Key Features
- Delivers asks your buyers’ real questions on ChatGPT, Claude, Gemini and Perplexity, several
- Delivers shows how often each assistant names you and links to your pages, with a margin of
- Surfaces the rival that won, the reason, and the third-party pages the assistant relied on
- Writes the fix for you for the sentence your site is missing, or a full page built only from
- Delivers autopilot publishes posts to your GitHub-hosted site, as a pull request to review or
- Delivers checks your site the way AI crawlers read it, with a fix for each problem, and shows
About
CiteGraph shows whether AI assistants recommend your product when buyers ask them for a tool like yours, and then does the work to change the answer. It starts from the questions your buyers actually ask. It finds them in public threads and on your own site, and checks each one against a live assistant. Every question is asked several times on ChatGPT, Claude, Gemini and Perplexity, through their official APIs with live web search. Every answer is kept word for word. You see how often each assistant names you, how often it links to your own pages, which rivals take the answers you lose, and which third-party pages the assistants relied on. Each rate carries a margin of error, so real movement stands out from noise. For every question you lose, CiteGraph shows the full answer, the rival that won, the reason, and the pages it cited. It then writes the fix: the sentence your site is missing, or a full page built only from facts on your own site. Autopilot can publish posts to a site whose code lives on GitHub, as a pull request to review or directly. CiteGraph also checks your site the way an AI crawler reads it, with a fix for each problem, and shows which AI bots read which pages, verified by their IP addresses. An MCP server lets Claude, Cursor or VS Code read your scans and draft fixes. Plans are billed monthly and can be cancelled any time: ChatGPT Only, $19: 1 project, 20 questions, ChatGPT only, 4 Autopilot posts a week. Starter, $29: all four assistants, 2 projects, 10 questions, an Autopilot post a day. Growth, $69: 3 projects, 5 runs per question, fact sheets, CSV export, 2 Autopilot posts a day. Every plan includes weekly scans and the 120-day guarantee. If no scan shows an assistant naming you within 120 days of your first payment, every subscription payment from those days is refunded, as long as weekly scans stay on and you publish three of the pages CiteGraph wrote. The site readiness checker, the AI visibility check and the 5-Second Test are free and need no account. CiteGraph is for founders and small SaaS teams without an SEO person, marketing and content teams adding answer engine optimisation, and agencies reporting AI visibility to clients. It does not promise a mention, post as you in communities, or write reviews.
Use Cases
- Automate repetitive tasks so you can focus on strategy and growth
- Use AI-powered insights to make faster, data-driven decisions
- Create professional designs and prototypes without hiring a designer
- Set up recurring billing and accept payments from day one
- Keep your remote team in sync without adding another daily standup
Pricing
CiteGraph is a paid product. See the website for current pricing.
Verdict
In the competitive artificial intelligence space, CiteGraph stands out as a solid option. It's gaining traction among founders who value simplicity and results. CiteGraph shows whether AI assistants recommend your product when buyers ask them for a tool like yours, and then does the work to change the answer. If see whether chatgpt, claude, gemini and perplexity recommend your product, why rivals get named instead, and get the pages written that fix it. for founders, saas and marketing teams is a priority for your team, it's worth giving CiteGraph a closer look.
FAQ
What is CiteGraph?
CiteGraph shows whether AI assistants recommend your product when buyers ask them for a tool like yours, and then does the work to change the answer. It starts from the questions your buyers actually ask. It finds them in public threads and on your own site, and checks each one against a live assistant. Every question is asked several times on ChatGPT, Claude, Gemini and Perplexity, through their official APIs with live web search. Every answer is kept word for word. You see how often each assistant names you, how often it links to your own pages, which rivals take the answers you lose, and which third-party pages the assistants relied on. Each rate carries a margin of error, so real movement stands out from noise. For every question you lose, CiteGraph shows the full answer, the rival that won, the reason, and the pages it cited. It then writes the fix: the sentence your site is missing, or a full page built only from facts on your own site. Autopilot can publish posts to a site whose code lives on GitHub, as a pull request to review or directly. CiteGraph also checks your site the way an AI crawler reads it, with a fix for each problem, and shows which AI bots read which pages, verified by their IP addresses. An MCP server lets Claude, Cursor or VS Code read your scans and draft fixes. Plans are billed monthly and can be cancelled any time: ChatGPT Only, $19: 1 project, 20 questions, ChatGPT only, 4 Autopilot posts a week. Starter, $29: all four assistants, 2 projects, 10 questions, an Autopilot post a day. Growth, $69: 3 projects, 5 runs per question, fact sheets, CSV export, 2 Autopilot posts a day. Every plan includes weekly scans and the 120-day guarantee. If no scan shows an assistant naming you within 120 days of your first payment, every subscription payment from those days is refunded, as long as weekly scans stay on and you publish three of the pages CiteGraph wrote. The site readiness checker, the AI visibility check and the 5-Second Test are free and need no account. CiteGraph is for founders and small SaaS teams without an SEO person, marketing and content teams adding answer engine optimisation, and agencies reporting AI visibility to clients. It does not promise a mention, post as you in communities, or write reviews.
Who should use CiteGraph?
CiteGraph is a strong fit if you are one of: • teams adopting AI-powered workflows and automation • data-driven founders and growth teams If that does not sound like you, skim the features and site before committing time.
What problem does CiteGraph solve?
CiteGraph is built around this outcome: See whether ChatGPT, Claude, Gemini and Perplexity recommend your product, why rivals get named instead, and get the pages written that fix it. For founders, SaaS and marketing teams. Use the site demo or docs to confirm it matches the bottleneck you are trying to remove.
What are the main features of CiteGraph?
CiteGraph includes: • Asks your buyers’ real questions on ChatGPT, Claude, Gemini and Perplexity, several times each with live web search, and keeps every answer word for word. • Shows how often each assistant names you and links to your pages, with a margin of error, plus which rivals take the answers you lose. • Explains every lost answer: the rival that won, the reason, and the third-party pages the assistant relied on. • Writes the fix for you: the sentence your site is missing, or a full page built only from facts on your own site. • Autopilot publishes posts to your GitHub-hosted site, as a pull request to review or directly, up to 2 a day. • Checks your site the way AI crawlers read it, with a fix for each problem, and shows which AI bots read which pages, verified by IP.
How much does CiteGraph cost?
CiteGraph is a paid product. See the website for current pricing. Check the official site before you buy so you see current plans, trials, and limits.
Do I need an account to use CiteGraph?
CiteGraph highlights getting started without a heavy signup funnel. Confirm on the website whether advanced features still require an account.
How does CiteGraph use AI?
CiteGraph uses AI as part of its workflow. Before relying on it for customer-facing or confidential work, confirm what data is sent to models, whether outputs are editable, and how you can review results.
Is CiteGraph worth trying?
It promises: See whether ChatGPT, Claude, Gemini and Perplexity recommend your product, why rivals get named instead, and get the pages written that fix it. For founders, SaaS and marketing teams. Worth trying if that problem is painful for you this week; skip it if you only need a one-off workaround you already have.
How do I try CiteGraph?
Open the official CiteGraph website from this page, run the smallest real task you care about (not a toy demo), and decide in one session whether it removes friction. Check pricing and data/privacy terms before you put production work into it.
Alternatives
- CitedReport
For B2B SaaS founders: CitedReport shows how AI assistants describe your brand so you optimize visibility when buyers ask ChatGPT for recommendations.
- Howseen AI
Track how AI recommends your brand, and get cited
- Citero
For marketers: Citero tracks how AI models describe your brand across ChatGPT, Perplexity, and Gemini so you optimize visibility in AI search.
- Vaulto
For SaaS founders: Vaulto shows whether AI assistants recommend your product so you fix visibility gaps before buyers choose competitors.
- AI Visibility Lab
For content creators: AI Visibility Lab audits if ChatGPT, Perplexity, and Claude can cite your website so you optimize for AI search visibility.
- Visitd
For B2B marketers: Visitd checks where AI recommends your brand against competitors so you capture deals before they go to page two.
Supporters
2 founders2 founders contributed 4 upvotes to CiteGraph on Launch Llama.
Ask AI
ChatGPT Claude Perplexity Grok
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llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery