§01·DISPATCHanalysts · agents · observabilityfleet nominal

agents that put your product in the answer.

a fleet of reasoning agents reads your site, finds why engines aren't mentioning you, and ships the fixes. every step of the reasoning is visible.

pre-launchBYOKtrace open0x4a91 · t+00:00:00

watched engines · n=6

0x4aChatGPT0x51Perplexity0x58Claude0x5fGemini0x66Grok0x6dGoogle AI
gpu/utl78.4%·p50/lat184ms·p99/lat612ms·agents/active12·tokens/sec2.7k·tools/called+341·engines/watched6·fixes/queued08·runs/today347·context/hit94.2%·
gpu/utl78.4%·p50/lat184ms·p99/lat612ms·agents/active12·tokens/sec2.7k·tools/called+341·engines/watched6·fixes/queued08·runs/today347·context/hit94.2%·
§01n=347
+0
agents executed this week
§02n=06
06
engines watched per run
§03n=100
100%
of reasoning steps visible
§01THE WORK, SHOWN · LIVE TRACES3 of 347 · this week

watch the agent work. no dashboards. no dials.

every agent run is observable: prompts used, sources read, reasoning, intermediate steps, final output. three real excerpts.

visibility-analyst.run
0x4a91·an-0341
§T01t+00:00:01
00:01DECOMPOSE3 lenses · 6 engines
00:04TOOLfetch yoursite.com 200 · 47kb
00:09INFERentity gap in 5/6 generative answers
00:12INFERcompetitor cited 12× in shopping slot
00:14DRAFT3 fixes ranked by impact
3 fixes filedopen ▶
restructuring.run
0x5c0d·rs-0288
§T02t+00:00:00
00:02TOOL/pricing 1,847 words
00:05OBSERVEno H2 for "what's included"
00:08INFERno comparison block — engines skip
00:12PLANintro → comparison → faq → cta
00:18DRAFT+12 / −4 blocks
page draft readyopen ▶
competitor.run
0x7b2e·cm-0154
§T03t+00:00:00
00:01TOOLcompetitor.com 200
00:03TOOLyoursite.com 200
00:08TOOL"best tools for X" 6 engines
00:15OBSERVEmentions: 12 / 3
00:18INFERthey cover 8 entities you don't
00:22DRAFT5 topic gaps + brief queue
5 gaps queuedopen ▶
§02CAPABILITY MATRIX · AGENT FLEET9 agents · 5 categories

nine agents. one surface.

each agent does a specific job and shows its reasoning. run them alone or chain them.

§01Analysis
01

read the site. explain what's wrong, and why.

One agent, four lenses. Reads your pages the way search, generative, and answer engines do, then surfaces the specific gaps with reasoning attached.

+Visibility analyst
§02Tracking
02

watch what AI says about you over time.

Run real prompts through six engines on a schedule. See who's named, who's cited, where you're missing, and which pages are losing share.

+Citation tracker
+Freshness watcher
+Prompt simulator
§03Optimization
03

change pages, entities, freshness signals.

Agents rewrite a page into the structure answer engines pull from, and close the entity gaps that keep your brand off the panel. The diff is shown. Every reasoning step is visible.

+Restructuring agent
+Authority agent
§04Content
04

brief, draft, mark up.

Long-form posts or FAQ blocks in your voice. JSON-LD ready to paste. You see the sources, the brief, the draft, and the markup.

+Brief & draft agent
+Markup agent
§05Planning
05

plans, calendars, channels, budget reads.

One planner agent, five output types. A 90-day plan, a calendar, a channel read, a competitor read, and a budget read — every recommendation traces back to the analyst.

+Strategy agent
§03HOW IT WORKS · PIPELINE4 stages · one outcome

four agents. one outcome.

analyst → restructuring → brief & draft → execute. each step returns work, not a score.

topyourproduct.app/dashboardt+00:00:01
analyzingyoursite.com
live
search side72
generative45
answer slot38
findings · §an-0341
+missing FAQ markup
+no entity disambiguation
+thin product page
§04INDUSTRY PACKS5 packs · same surface

every niche has different gaps. we handle each.

industry packs ship the right agents in the right order for your market.

§P01pack 01

E-commerce

be the product AI puts in the shopping answer.

  • +Product schema, generated and validated
  • +Comparison structure for answer engines
  • +Shopping-query citation tracking
  • +Product-FAQ drafts in your voice
§P02pack 02

Local Services

be the local answer in every nearby query.

  • +Local entity authority building
  • +Service-area page restructuring
  • +Local citation tracking, weekly
  • +Review-driven FAQ markup
§P03pack 03

SaaS

win the “best tool for X” question in every engine.

  • +Feature-comparison strategy
  • +Documentation read & restructure
  • +Integration markup
  • +Thought-leadership calendar
§P04pack 04

Healthcare

the medical answer AI trusts to give.

  • +Medical markup with E-E-A-T support
  • +Patient-question drafts
  • +Health entity building
  • +Freshness watching
§P05pack 05

Professional Services

the named expert in every category answer.

  • +Credential-based authority
  • +Service-page markup
  • +Professional Q&A drafts
  • +Expertise content calendar
§05ACCESS · REQUESTresponse t+48h

pre-launch. by request.

we're letting a small number of teams in while we tune the agents. tell us what you sell and where to write back.

response within 2 business days · t+48h

  • traces open by default
  • BYOK supported
  • pricing tba
§06FAQ · COMMON QUESTIONS

things people ask.

everything you'd ask a senior consultant in the first call.

§Q01What is this, exactly?
A team of AI agents. They read your site, find why answer and generative engines aren't mentioning you, ship the fixes, and watch what changes. You see every step the agents take — prompts, sources, reasoning, output.
§Q02How is this different from the other tools out there?
Other tools give you a score and a checklist. We send agents that do the work and show their reasoning at every step. Less dashboard. More output. The trace is the proof.
§Q03Which AI engines does it work with?
ChatGPT, Perplexity, Claude, Gemini, Grok, and Google's AI answers. The citation tracker runs prompts through all six on a schedule and reports which ones name you, where, and against whom.
§Q04How does the agent know what to do?
Each agent has a job description and a toolset. It reads your pages, your competitors' pages, and live engine answers, then reasons step by step. Every prompt, every source, every intermediate finding is recorded.
§Q05Can I see what the agent is doing?
Yes — every run shows the full trace. You can open any step and read the agent's reasoning, the source it pulled, and the output it produced. No black boxes.
§Q06How long until I see results?
Analyses run in 60 seconds. Page restructures and drafts ship the same day. Citation share typically moves in 2 to 4 weeks once the fixes are live.
§Q07Can I use my own AI keys?
Yes. Bring your own keys for Anthropic, OpenAI, or others. No markup. Add them in Settings.
§Q08What counts as a 'domain'?
The registrable root of a site (e.g. example.com). All subdomains count toward the same domain — you don't pay extra for them.
+347 agents executed · this week

run one agent. read the trace.
decide for yourself.

you don't need a score to know whether a deliverable is good. you can read it.