Gumshoe.ai keeps the score. Autopilot moves it.
Keep the Gumshoe.ai dashboard. Add the engine behind it. Autopilot publishes the AgentSite that turns first-party citations from a number you watch into a number you grow.
Autopilot is an Amazon listing optimization and AI discovery service. Since 2023 it has published more than 2 million listing updates for 450+ brands.
Scoreboard and field
Gumshoe.ai tracks which sources answer engines actually cite, including whether the cited source is your own domain. Autopilot is the operational engine behind that kind of dashboard. The scoreboard tells you where you stand. The engine changes where you stand. You need both.
What Gumshoe.ai does brilliantly
It answers a question most brands cannot: when ChatGPT, Perplexity, or Google's AI recommends products in your category, whose content gets cited? It tracks first-party citations, the cases where your own domain is the source. Independent, prompt-level, honest.
What Autopilot adds
The play on the field. We publish an AgentSite: your full catalog as clean, structured markdown built for machines to read and cite. Websites are for people. AgentSites are for agents. One AgentSite took 133,000 agent hits in 30 days.
The loop: baseline, publish, watch the same report move
Baseline in Gumshoe.ai
Before anything changes, record your first-party citation count and share of voice in Gumshoe.ai. That number is the honest starting line.
Publish the AgentSite
Autopilot builds and ships it: every product, spec, and claim in a format answer engines can parse and cite.
Citations climb
A recent cohort of 15 brands on the program grew AI citations by 48% in four weeks. Another brand moved from outside the top 10 cited sources in its category to inside the top 5.
The same dashboard confirms it
The lift is measured in Gumshoe.ai, not by us. You watch the scoreboard you already trust. We play the game on the field.
Why an operational engine needs commerce data
Answer engines cite sources that answer buying questions with specifics. Our specifics come from Amazon. Autopilot manages 100,000+ products and reads Search Query Performance data keyword by keyword, so we know which claims win purchases, not just clicks. That closed loop feeds the AgentSite: the content agents cite is the content that already converts. That data lives on the operational side, not in any dashboard. A generic content agency does not have it. We publish from it every day, 2 million listing updates and counting.
Questions we hear from brands like yours
Is this an alternative to Gumshoe.ai?
No. Keep it. Nobody should grade their own homework. An independent scoreboard is exactly what makes AgentSite results credible. Gumshoe.ai measures. Autopilot moves the measurement.
What is a first-party citation, and why does it matter?
A first-party citation is when an answer engine cites your own domain as its source. It is the strongest trust signal an answer engine can send: the model trusts you to describe your own products. Third-party citations depend on whatever a retailer or reviewer happened to write. First-party content is yours to get right.
How fast do citations move?
We do not promise a schedule. We can show what the numbers did: a recent cohort of 15 brands on the program grew AI citations by 48% in four weeks. A single AgentSite took 133,000 agent hits in 30 days. GA4 moves too: brands on the program average +5% direct engagement growth, with add-to-carts from AI assistant sessions that did not exist a month earlier.
Do you see our Gumshoe.ai data?
Only what you share. Your Gumshoe.ai account stays yours. If you want both sides tracking the same numbers, share the citation report with us. That is your call, not a requirement.
Get your AI visibility score
We will show you where answer engines cite you today, who they cite instead, and what an AgentSite changes. Baseline first. Then watch the same Gumshoe.ai report move.
Get your AI visibility score