See exactly where your brand shows up — across Google, ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Benchmarked against your competitors and the SEO authority data that drives every result.
Buyers now move between Google, ChatGPT, Claude, Gemini, Perplexity, and AI Overviews — sometimes in a single decision. If your brand only shows up in one of those, you're losing the rest of the room.
visible.md gives you one report covering all of it. Where you appear, where your competitors lead, and the SEO authority signals that explain why.
Google search results, Google AI Overviews, ChatGPT, Claude, Gemini, Perplexity. Classic SEO and AI search measured together — one diagnostic, every surface buyers actually use.
The Domain Rating, traffic, and link data that predicts where you'll appear in AI answers — triangulated across Ahrefs, Semrush, Moz, and DataForSEO, then benchmarked against your top competitors.
Every number sourced. Every prompt logged. Every finding traceable to its data table in the report — so your team can verify, challenge, or rerun any claim.
Every audit benchmarks visibility across the engines your buyers actually use.
ChatGPT
Claude
Gemini
Perplexity
Google AI Overviews
Authority numbers cross-checked against four independent providers — not a single tool's score.
Semrush
Ahrefs
Moz
DataForSEO
All three tiers run on the same pipeline. Differences are scope, depth, and whether we execute the plan for you. Every dollar paid at a lower tier is credited against the upgrade — so you don't pay a penalty for validating first.
Whether you're on Rapid, Pro, or Managed, the audit follows the same six-stage flow. Differences are scope and depth — never methodology.
You provide your domain, competitors, and a one-line description of what you sell. Two minutes.
The pipeline generates 50–150 commercial prompts spanning awareness, consideration, and decision intent — tuned to your category.
Each prompt queried multiple times across Google AI Overviews, ChatGPT, Claude, Gemini, and Perplexity. Responses logged with citations.
Authority data for all brands pulled from Ahrefs, SEMrush, MOZ, and DataForSEO. Domain Rating, traffic, backlinks, ranking keywords.
Share of Voice computed by engine and funnel stage. Citation gaps mapped. Authority correlation calculated. Roadmap prioritised.
PDF report + raw CSV data emailed to you. Within 48h on Rapid, 5 business days on Pro, ongoing on Managed.
Search has fragmented. Each engine surfaces a different set of brands — and the gaps between them are where most of the commercial opportunity sits.
Pro and Managed cover all five AI engines plus Google. Rapid covers ChatGPT, Claude, and Perplexity.
visible.md is the Marketing Signals product. The team and methodology behind it have generated outcomes like these for clients executing on the same playbook.
Three things: (1) a benchmark of your share of voice across Google AI Overviews and four AI search engines (ChatGPT, Claude, Gemini, Perplexity), (2) a parallel benchmark of the SEO authority signals that predict where you'll appear in those answers, (3) a prioritised action plan to close the gap between where you are and where you want to be.
You receive both a PDF report and the raw response data as CSV — so your team can verify, requery, and act on the methodology, not just the conclusions.
Many — and we don't believe single-source audits are defensible.
For AI visibility, we test across all five engines your buyers actually use: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Each engine has different training-data weighting, different live-retrieval behaviour, and different blind spots. Testing only one tells you about one engine. You need the complete picture.
For SEO authority, we triangulate across four providers: Semrush, Ahrefs, Moz, and DataForSEO. Each scores roughly the same things differently — Authority Score, Domain Rating, Domain Authority, Domain Score. Using one is using one perspective with built-in bias. Using four lets us show you a consensus number with variance — so you know whether a finding is robust or whether the data disagrees.
This costs more to build than a single-source audit. It's also what produces a number you can defend in a CFO meeting. That tradeoff is the entire premise of the product.
Ahrefs is one source of authority data. Profound is a GEO dashboard. Neither of them combines AI visibility, traditional SEO authority, and a prioritised action plan with senior consultative interpretation in one report. visible.md does — at a fixed price, with a defined methodology, by a team that's been running search marketing for 19 years.
If you have an in-house team that can synthesise across five tools and produce that view themselves, save your money. If you don't, this is what we do.
Every dollar you spend at a lower tier is credited against the upgrade — provided you upgrade within 30 days of your previous report being delivered.
Buy Rapid for $997 and upgrade to Pro within 30 days? Pro costs you $4,000 instead of $4,997. Buy Pro for $4,997 and upgrade to Managed within 30 days? Managed Month 1 costs you $5,000 instead of $9,997 (the credit is applied against the full $9,997 month-1 rate, which we send by direct link). You never lose money for validating first.
Rare — maybe 1 in 20 audits. When it happens we say so clearly in the report rather than padding it. If you genuinely feel the audit didn't deliver value at the price paid, we'll refund in full. We've refunded twice in audits to date.
Most brands have no idea how visible they are inside the AI engines that increasingly drive purchase decisions. Start with Rapid for $997. Find out in 48 hours.