AI citation · Multi-engine · SEO for the AI era

Your brand. In every AI answer.

Toutmark connects to your site in a few minutes and gets your brand cited by ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Content quality, schema markup, citation tracking, and a managed earned-media campaign — all built around Google’s own AI optimization guidance.

5 AI engines tracked — ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews Cancel anytime — no annual lock-in

Free AI citation audit 60 sec

Enter any site to see how every major AI engine sees it today. Public report on the next page.

No signup, no credit card. Indexed publicly — share the result.

Founding offer & first-deliverable guarantee

Founding 25

25founding spots

Our first 25 customers get founder terms for life.

  • Founder pricing, locked for life
  • The $25 onboarding fee, waived
  • A direct line to River
  • First read on new features
See the founding program
First-deliverable guarantee

7days to make it right

If the first thing we deliver isn’t right and we can’t fix it within 7 days of your feedback, your first month is refunded in full.

  • Covers your first paragraph rewrite, blog draft or schema spec — whichever ships first
  • The 7 days start when you email [email protected] with what’s wrong
  • Once you’ve accepted it, refunds end — you can still cancel any time
Read the refund policy
Quick connect with the platforms you already use
WWordPress SShopifySoon WWebflow WxWix GGhost SSanity CContentful GHStatic sites via GitHub

On a custom or hand-rolled site? We draft updates and your team publishes them — no proxy, no DNS reroute, no bot-conditional content. See install guide →

The problem
More buyers are starting research in LLMs every quarter — and your brand is either cited or invisible.

If you’re not in the answer, you’re invisible.

Buyers are asking ChatGPT, Claude, Perplexity and Gemini before they ever touch a Google result — and Google now answers them itself, above the links. The brands the AI cites in its answer win the consideration set. The brands it omits don’t even get a chance.

Toutmark fixes that. We restructure your site for AI crawlers (and verify GPTBot, ClaudeBot & PerplexityBot can actually reach it), deploy schema markup that LLMs prefer, manage your Wikidata identity and link it from your schema, and run a citation campaign that gets you cited where it counts — with a report showing exactly which queries AI hands to competitors instead.

Sample audit — "best fintech for SMB" query
G
ChatGPT
Not cited
C
Claude
Mentioned, no link
P
Perplexity
Not cited
G
Gemini
Mentioned, no link
Illustrative example. The goal of every Toutmark engagement: cited on all 5 engines for the queries that matter to you. We measure it query by query — no fabricated results, ever.
Why now

The window to win AI citation is open. It will close.

AI engines are still indexing and ranking citations. Brand identities are still settling. The brands that establish authority now — with quality content, schema, Wikidata, and real earned media — become the defaults the engines reach for in two years.

The brands that wait will be playing catch-up against incumbents who got there first.

  • AI search is replacing top-of-funnel discovery. Buyers ask ChatGPT and Perplexity before they ever touch Google. If your brand isn’t cited in the answer, you’re not in the consideration set.
  • Citation positions compound. The brand the engine cites first this month is the brand it learns to cite first next month. Early movers calcify into category defaults.
  • This is SEO, expanded. The signals you build today — quality content, schema, Wikidata, real third-party mentions — carry forward across every model upgrade and every Google update. Google itself now classifies AI optimization as part of SEO.
  • Your competitors aren’t doing it yet. AI citation is where SEO was in 2003 — tractable, learnable, and dramatically rewarding for the teams that move first.
Built for

One product, multiple audiences.

One account is one brand. Agencies run a Toutmark account per client, and every one of them gets the same product.

SEO agencies & resellers

Run the AI-citation side of a client retainer without staffing it. One account per client, each with its own dashboard, its own approval queue and its own report you can forward on. We do not resell white-label dashboards — the work goes out under the client’s own name, from their own domain.

Marketing teams

Own your category in AI-driven discovery. Solo marketing operator? In-house team of 50? Same product, same workflow. Stop losing the consideration set before customers even reach your site.

Regulated firms

Financial services, legal, healthcare, accounting, real estate — with full compliance gating built in. Layer-2 review on every customer-facing draft, 7-year audit retention, CCO approval queue.

Small businesses

A plumber in one town, a bookkeeper for dental practices, a board game shop. An AI answer to a specific question names three to five businesses, and for those questions there are few sources it can trust — so a small business with clear, well-structured facts wins the spot far more often than it expects. How that works →

Toutmark works for any business — a solo operator with one website, or an agency running an account per client. If none of the four fits you, start with the audit.

Four steps. A few minutes to connect.

No CMS migration, no developer required. Approve the changes you want, ignore the ones you don’t.

Connect your site

Quick connect: install our WordPress plugin, approve our app on Contentful, paste an API key for Webflow, Wix, Ghost or Sanity, or link the GitHub repo your static site builds from. Shopify is coming soon — Shopify has to approve our app before any store can install it, so for now a Shopify store gets the same pages, finished, with the steps to put them up.

We restructure for AI crawlers

Schema markup, brand-facts file, llms.txt, FAQ pages, citation-friendly rewrites — all reviewed before publish.

Citations roll in

We measure your citation rate weekly across ChatGPT, Claude, Perplexity, Gemini and Google's AI Overviews. Per-query lift charts in your dashboard.

Monthly report & iterate

Citation Report PDF lands in your inbox. We tighten the next 4 weeks of work based on what actually moved citations.

What’s in the box

Nine surfaces. One platform.

Every plan includes the core AI citation surfaces. Higher tiers unlock more cadence, more volume, and more channels.

Paragraph rewrites

Citation-friendly rewrites of your existing pages. Editor agent restructures for AI crawlers without touching your brand voice. 25 / 75 / 200 per month.

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Schema markup (JSON-LD)

FAQPage, Article, Product, Offer, LocalBusiness, Organization, Person. Schema Architect agent emits and validates against schema.org spec.

≡

llms.txt + brand-facts

Canonical AI-readable identity files at your site root. Refreshed every 30 days. Pre-formatted for Claude, GPT, Gemini, and Perplexity preferences.

⌾

Wikidata identity

Claim or expand your Q-entity. Add canonical facts (industry, product, service, founders). 2-5 monthly fact claims by tier. Anti-flag review on first 20 edits.

?

FAQ + Comparison page

Auto-generated FAQ page tuned to your top target queries, evolved with the questions AI engines already answer without you — found from the engines themselves, Google autocomplete and competitor FAQ pages. Plus a decision-framework comparison page (or a true rankings page if your authority justifies it — Google's spam policy bans self-serving listicles).

◧

At-a-Glance page

A single dense, structured page summarizing your brand, products, and category — visible to every visitor (humans and AI crawlers alike). Linked from your llms.txt so ChatGPT and Perplexity preferentially cite it. Replaces older "AI-only" content delivery patterns that Google's May 2026 spam policy now bans.

★

Review-platform setup

G2, Capterra, and Google Business Profile. We claim, configure, and draft review responses for your approval. Reviews that ask for anything not on your site (refund, custom feature, scope expansion) always queue, regardless of any auto-publish setting.

⌥

HARO journalist queries

Spokesperson-attested HARO on Growth+. We send your spokesperson the journalist’s question and the verified facts that bear on it; they write the answer themselves, in their own words. Nothing goes out that they didn’t write.

▥

Citation tracking

Per-query lift charts. On-demand citation tests across all 5 engines (daily test quota by tier) plus scheduled measurement of your target queries. Monthly Citation Report PDF on Growth+, weekly on Scale.

⚖

Regulated mode

Layer-2 compliance review, 7-year audit retention, CCO approval queue, custom disclaimer template, license + jurisdiction tracking. Included on Scale.

Pricing

Pick the tier that fits your roster.

Founder pricing locked in for early customers. Cancel anytime — no annual commitment. One-time $25 onboarding fee on standard plans (waived for the founding 25).

Starter
$79/month

Find out whether AI engines cite you, and fix the layer they read you through.

  • Audit + monitoring
  • Weekly audit cadence
  • Weekly monitoring across 5 AI engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews)
  • Per-engine scoreboard — which engines answered your queries, and how many of those answers went to somebody else
  • 6 target queries tracked
  • Monthly Citation Report PDF with your competitor citation count — how many rivals took an answer slot off you, and on how many queries
  • AI-crawler access checks (GPTBot, ClaudeBot, PerplexityBot, ChatGPT-User)
  • Weekly citation digest email (mute it any time)
  • 3 citation tests a day — type any question and watch all 5 engines answer it live
  • Content + paragraph rewrites
  • 25 paragraph rewrites/month
  • 2 page refreshes/month — we go back and update pages we already published for you
  • 3 customer-initiated blog posts/month
  • FAQ page (auto-generated)
  • At-a-Glance page, refreshed quarterly
  • Schema + technical
  • WordPress plugin or CMS API install
  • Full JSON-LD schema suite: Organization, FAQ, Product, HowTo, Review, BreadcrumbList — whichever your pages call for
  • Brand-facts.json + llms.txt + llms-full.txt + ai.txt deployed
  • Public brand hub page (toutmark.com/b/your-brand) + sameAs entity links
  • Citation campaigns
  • Wikidata identity claim (1 per quarter)
  • Review responses drafted for Google Business Profile, G2 and Capterra — whichever your industry actually has
  • Approvals + support
  • Universal Accept / Edit / Remake / Reject, plus Bulk Accept All
  • Per-item revert from your dashboard
  • Support answered within 2 days
  • Cancel anytime, no annual commitment
  • Single seat — team seats start on Growth
Choose Starter
See the full feature comparison table →
Questions

Frequently asked.

If your question isn’t here, email [email protected] — we read every one.

What is AI citation and why does it matter now?
AI citation is the practice of structuring your content and identity so that AI engines — ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — cite your brand when users ask questions in your category. A growing share of buyer research now starts in an AI engine rather than a traditional search results page. If your brand isn’t cited there, you’re invisible at the top of the funnel. Toutmark fixes that with techniques Google itself classifies as part of modern SEO.
How is this different from SEO?
Google now classifies AI optimization as part of SEO — same content rules, same spam policy. For Google AI Overviews, we run the same Helpful Content + E-E-A-T plays that win regular Google rankings. For ChatGPT, Perplexity, and Claude, the signals are broader: third-party citations, llms.txt, cleaner schema, real earned media. Toutmark covers both. It complements traditional SEO; it doesn’t replace it.
Do I need to migrate my site or change my CMS?
No. We connect via OAuth or API token to whatever CMS you use today (Shopify, WordPress, Webflow, Ghost, Sanity, Contentful) and publish content updates through your existing site. On a custom or hand-rolled stack, we draft changes and your team publishes them. Either way, every change is universally visible — no DNS reroute, no proxy in front of your site, no bot-conditional content.
Do I have to approve every change?
Yes by default, and that’s a feature. Every paragraph rewrite, schema change, FAQ entry, and blog post lands in your dashboard for Accept / Edit / Reject. You can bulk-accept whole batches in one click, or enable confidence-threshold auto-acceptance per feature. Email digests come weekly (not per-item) so you’re not buried.
What if I want to revert something Toutmark published?
Every change is reversible per-item from /app/changes. One click reverts in about 5 minutes (CDN cache may take up to 24 hours). For an irreversible item — a response your spokesperson has already sent to a journalist — they can write a correction follow-up for us to relay.
Do you serve regulated industries?
Yes — Regulated Industry mode is included at no upcharge on the Scale tier ($229/mo) for financial services, legal, healthcare, accounting, insurance, securities, and similar. Adds Layer-2 compliance review, 7-year audit retention, Spokesperson Attestation, and a CCO approval queue.
How do you measure citations?
We run your target queries against ChatGPT, Claude, Perplexity, Gemini and Google's AI Overviews on the cadence your tier specifies (weekly / every-3-days / daily). For each query we record: cited (yes/no), position in answer, sentiment, and source links. Per-query lift charts in your dashboard show 30-day trends. Monthly Citation Report PDF (Scale) consolidates the data.
Can I cancel anytime?
Yes — FTC click-to-cancel from your dashboard. No annual lock-in, no cancellation fees. (One-time $25 onboarding fee on standard plans at signup; waived for the founding 25.) First-deliverable satisfaction guarantee: if your first paragraph rewrite, first blog draft, or first schema spec is unsatisfactory and we can't fix it within 7 days of your feedback, full refund of your first month. To qualify, email [email protected] describing the problem. After the first deliverable is accepted, no refunds — but you can cancel any time and keep service through the end of the period. Full terms in our Refund Policy.

Ready to be in every AI answer?

Run a free audit of your site to see exactly how AI engines see you today. No signup, no credit card — the report is public and shareable in 60 seconds.