Get cited by AI
CiteForged checks whether ChatGPT, Perplexity, Gemini, Google AI Overviews, Grok, and Claude name your business — then forges the content that earns the citation. No tags, no setup, no lock-in.
Every industry sees the same pattern: buyers ask AI category questions, and the businesses that answer those questions win the sale. Pick the world you sell in.
Your store may have the best product, but AI engines quote the page that explains, compares, and answers the buyer's question. CiteForged finds those gaps and forges the content that wins the citation — product guides, comparison pages, and FAQ-rich articles.
AI engines down-rank promotional claims and up-rank sourced, properly-disclaimed content. CiteForged forges research-framed articles that cite primary literature, carry the right disclaimers, and clear a per-niche compliance gate before you ever publish.
Most tools count blue-link rankings. CiteForged measures whether you're the source AI answers cite — and forges the compliant content that earns it. It works in two stages: first make your pages machine-readable, then earn the citations with content. Every commercial answer that names a rival instead of you is a buyer handed over at the moment of decision — citation share is buyer share.
The structured answer surfaces — Google's AI Overviews, featured snippets, and "where to buy" boxes — reward clear structure and cited sources. CiteForged measures your citation share-of-voice here across two fronts: the commercial answers buyers act on, and the informational ones they learn from — then ranks the gaps by impact.
The conversational models — ChatGPT, Claude, Gemini, Perplexity, and Grok — answer from the sources they trust. Are you one of them? CiteForged tracks which models name you, on which prompts, and reverse-engineers the competitors winning the answers you're missing.
In regulated niches the compliant version of a page is also the version AI cites — engines down-rank promotional claims and up-rank sourced, properly-disclaimed content. Every article CiteForged generates clears a per-niche compliance and evidence gate, so authority and performance pull the same direction.
Your product pages are competing with editorial guides, comparison roundups, and Reddit threads for the AI citation. CiteForged turns your catalog into the source AI quotes: buyer's guides, comparison articles, and FAQ-rich product content — all written to be cited, not just ranked.
In YMYL topics, the wrong sentence doesn't just fail to rank — it creates liability. CiteForged's compliance engine auto-selects the right rule pack for your vertical, requires primary evidence, and blocks any draft with prohibited claims before it reaches your team.
One scan, every engine, side by side. Each cell is how often a brand is named in the answers your buyers actually get. The gap between your row and the leader's is the citation you're leaving on the table.
| Brand | ChatGPT | Perplexity | Gemini | Google AIO | Grok | Claude |
|---|
Share of voice = the share of tested answers in a niche that name each brand, per engine. Illustrative, modeled on a real research-peptide audit where the vendor's own store was cited in 0 of 40 commercial answers — run a free scan to see your real row — or see a real six-engine scan below ↓.
| Front | A buyer actually asks… | Engines |
|---|---|---|
| Commercial | "best [niche] for [buyer type]" | 6 |
| Commercial | "where to buy [product]" | 6 |
| Informational | "how to choose [product]" | 6 |
| Informational | "what is [product] — does it work?" | 6 |
Visibility isn't one number — you can be cited for "how to choose" and invisible for "where to buy." Testing both fronts shows which buyers find you, and which hand the sale to a competitor.
Every answer is built from sources the engine already trusts. CiteForged maps which domains get cited in your niche, how often, and whether you're among them — so each gap becomes a content brief, not a guess.
| Source AI cites in this niche | Cited in answers | You |
|---|---|---|
| Primary research libraries"what is it · does it work" | absent | |
| Independent review sites"where to buy" | absent | |
| Community forum threadsvetting a supplier | absent | |
| Medical-authority sites"is it safe" | absent | |
| A competitor's own storecommercial answers | competitor |
These are the sources AI already cites in this niche — competitors appear in several, the vendor in zero. Each row is a content brief: get cited where the engines already look. Illustrative, from a real audit; run a free scan for your own source gap.
Everything above marked “illustrative” is a styled demo. This isn’t. In June 2026 we pointed CiteForged at a specialty-coffee retailer on Shopify and asked all six engines the eight buy-intent questions its customers actually ask. Here’s the raw result — no client named, because the point is simply that the measurement is real.
| Engine | Buyer questions it was cited in (of 8) |
|---|---|
| Perplexity | |
| Claude | |
| Grok | |
| Gemini | |
| Google AI Overviews | |
| ChatGPT |
Named in 31 of 48 answers · cited (linked) in 23 of 48 · reached 6 of 8 questions. A real, dated scan — not a result we take credit for (this retailer was already well-known). CiteForged measures who AI names today, then re-probes across cycles to track whether your published content moves it.
Ranking first was the old game. The new one is being the sentence an AI repeats — and knowing whether you're winning it.
Answer engines skip pages they can't parse. CiteForged grades any page free, then generates the exact <head> markup it's missing — schema, Open Graph, breadcrumbs, FAQ — built from your existing content. Nothing rewritten, no site access. Fix one page, your whole site, or keep it fixed as the site changes — then forge the content that earns the citation.
Score any page's AI-readiness in seconds, then get the paste-ready markup it's missing. No signup, no card.
Every page's markup in one forwardable packet for your developer — a one-time fix. Add Pro to also generate compliant, page-grounded FAQ content you review before publishing.
Sites drift — new pages ship without markup, redesigns drop schema. Monitoring re-checks every page monthly and emails a refreshed packet the moment anything slips.
Readable pages get you in the running; content wins the spot. CiteForged probes the engines, ranks the gaps by impact, and forges compliant, sourced articles to fill them — each cleared by a per-niche compliance and evidence gate — then hands off a publish-ready packet. Re-probe confirms the lift. See the ongoing content plans →
No tags to install, no waiting. We crawl your catalog, map your niche and competitors, and begin querying live answer engines within the hour.
A single, calm dashboard shows where you're cited, where you're absent, and who wins the answers instead of you — every gap ranked by impact against effort.
CiteForged forges compliant, sourced content for each gap and hands off a publish-ready packet — no platform access, no lock-in. Publish, then watch the next sweep confirm the lift.
The expensive tools measure where you're missing from AI answers — then leave the writing to you. CiteForged closes the loop: it probes six engines, finds the gaps, and forges compliant, sourced articles that get you cited.
The proof, in dollars: the category leader caps content at 3 articles a month for ~$399. · A done-for-you program runs ~$1,597 a month, per brand. · CiteForged Growth is $199 — with 30 compliant articles, across all six engines.
Start free, fix your markup once, then turn on content. The free grader and $49 fix stand alone — add a plan only when you want AI answers to name you.
For sites not on a content plan. Answer engines skip pages they can't parse — fix the markup once (monitoring optional), or grade a page free first. On any content plan, whole-site Fix-It and monitoring are already included (a $169+ value).
Ongoing compliant content that gets your business named in AI answers — measured across all six engines, every scan, with no add-on surprises.
Need a different mix? Build your own configuration →
A compliant, sourced article that can earn an AI citation has to be researched, written, fact-checked, and disclaimed for your niche. Here's the same deliverable, three ways — at the Growth tier's 30 articles a month.
Reference points drawn from public 2026 pricing and independent reviews, framed by category rather than named vendor: monitoring tools generally include no content or cap it at a few articles per month; the leading analytics platform's functional entry is ~$399/mo; managed execution programs run from ~$1,597/mo per brand; freelance long-form rates per industry survey ranges. Figures are for orientation and change frequently — verify current pricing before relying on it.
No plan fits? Pick your engines, scans, and articles and see your price live — pay-as-you-go, with volume discounts as you scale.
The free grader is instant — no signup, no card. Monthly content plans: self-serve checkout is rolling out now; until it's live we set you up within one business day of your request. Request a spot →
Your clients already want to know if ChatGPT names them. CiteForged is the engine — you keep the relationship, the branding, and the margin. No tool to build, no engineering, no mention of us.
Every report, heatmap, and content packet carries your logo and colors. The client sees your agency — not a third-party tool.
The citation heatmap shows a client their pale row beside darker competitors in a single glance. It books the follow-on work before you finish the call.
One dashboard for every client. Run audits, ship fixes, re-probe to prove the lift — then bill it as a recurring service line. The build cost is zero because there's nothing to build.
Add AI-visibility audits to your menu this week.
See the agency planWhite-label reports, a multi-client dashboard, unlimited team seats, and one invoice for every client — included on Agency.
AEO is the practice of earning citations in AI answer surfaces — Google's AI Overviews, featured snippets, and "where to buy" results — instead of just ranking blue links. CiteForged measures whether those surfaces name your business and shows you the gaps to close.
GEO is optimization for conversational AI models like ChatGPT, Claude, Gemini, Perplexity, and Grok. When a buyer asks one of them a question, GEO is about being the source the model trusts and quotes. CiteForged tracks which models cite you, and on which prompts.
SEO tools count keyword rankings on search-result pages. CiteForged measures whether AI engines actually cite you in their answers — across six engines and two intent fronts — then generates the compliant content that earns those citations.
Six, re-checked on every scan: ChatGPT, Perplexity, Gemini, Google AI Overviews, Grok, and Claude. We track the engines your buyers actually use rather than padding the count — coverage you'll use beats a bigger number you won't.
We send the real prompts your buyers type to each engine live, every scan — not a cached API guess — and record who gets cited. AI answers vary run to run, so we re-probe on a schedule and judge the trend across scans, not a single snapshot.
No. CiteForged is credential-free: point it at your domain and it crawls your public pages and queries live answer engines. No tags, no logins — and the content it generates is delivered as a publish-ready packet you publish yourself.
Both. It measures your citation gaps, then forges compliant, sourced articles for each one — every piece clears a per-niche compliance and evidence gate before handoff.
No — it works for any business that buyers ask AI about. We built two modes: one for consumer goods and ecommerce (buyer's guides, comparison pages, product schema), and one for regulated niches (health, supplements, finance, legal, research chemicals) that need sourced claims and disclaimers. You get the right rule pack automatically.
Before any article is handed off, it has to clear a niche-specific gate: the right disclaimers, no prohibited claims, and every key claim tied to a primary source. If a draft doesn't pass, it's rejected and rewritten — so what you publish is defensible, not just keyword-rich.
Yes. The free grader and the $49 whole-site Fix-It are standalone. Add a monthly plan only when you want ongoing, citation-focused articles written for your niche.
Self-serve signup is rolling out now. Leave your domain and we'll set you up — and you can grade any page free in the meantime.
Start with a free AI-readiness grade of your site — see exactly what the engines can and can't read. No card, no tags, no noise.
Grade my site — free