Increase your organic footprint in one report.

Our clients see an average of 16.6x in discovered whitespace for their market. Are you leaving profits on the table?

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ILLUSTRATIVE EXAMPLE
OverviewThe marketEconomicsAI answersTerritoriesAdvertisingYour siteThe plan
Pivot.
6,950/mowhere this brand stands
258,480/mowhere its buyers are
37.3xthe gap, measured
DEMAND BY TERRITORY (SEARCHES/MO)diet & claims114,120occasions social43,630gifting holidays40,920work & life30,880travel outdoors27,600
255075100further out = stronger opportunity (engine score, 0 to 100)diet & claims114,120/mo · score 68.3travel outdoors27,600/mo · score 67.6work & life30,880/mo · score 59.8gifting holidays40,920/mo · score 55.3clean label (attribute)640/mo · score 41.4occasions social43,630/mo · score 37.7identity origin1,330/mo · score 27protein (attribute)0/mo · score 25fiber (attribute)0/mo · score 25cholesterol free (attribute)0/mo · score 25plant based (attribute)0/mo · score 25your core positioning

The complete picture of how to improve SEO, GEO, and advertising

Google AI OverviewsEvery buyer question read twice, 30+ minutes apart, citations recorded.
Organic page oneWho owns every result, classified: platform, publisher, brand, independent.
Shopping unitsWhich buying queries carry the carousel, and whether you are in it.
The paid auctionTop-of-page bids priced against your break-even, term by term.
Public ad archivesEvery competitor ad's age, copy and landing page, from the public record.
Site performanceYour store audited exactly as a buyer receives it, fix by fix.
Gap analysisThe doors and territories your competitors leave open, measured.
Decision makingThe plan: who does what, in order, built from the verdicts.

Find the money your market is hiding

Answers change. We read twice.

Every AI answer is pulled twice, 30+ minutes apart, because the surface is live. In one snack market, answers appeared on three queries and vanished from one inside the hour.

38–67%of commercial questions carried an AI answer across our measured markets, August 2026

Doors, not vibes.

Every buyer question gets a verdict: open, partial or closed, with the citations recorded and a written refusal to bill effort against closed answers.

18 of 21doors classified open or partial in one measured market; the 3 closed ones named, so budget goes elsewhere

The math your ad budget answers to. Try it.

break-even cost per clickinferred

In your report this runs on your real margin, and your buyable-term list updates live.

When your category is the trap.

The reframe engine detects when the language you inherited caps your demand, then measures where buyers actually are. That is the 37.3x verdict in the hero: real output, not a mockup.

3 of 4measured markets where the honest verdict was "move," delivered as a Pivot read with the evidence

The Door Board: micro analysis other SEO agencies ignore

Open2
no AI answer holds the slot yet
27,100/mo
bar snacks
No AI answer on two pulls; organic page one 38% strong sites.
9,900/mo
gifts for runners
No AI answer on two pulls; page one 25% strong sites.
Partial4
answer exists, measurably stops short
27,100/mo
keto snacks
Answer carries one figure; 60% of citations are small sites.
60,500/mo
gluten free snacks
Answer names options with no protein, carb or price figures.
210/mo
cpg market research
Answer stays abstract; category demand numbers absent.
590/mo
hvac marketing
Answer lists channels; no click costs (we measured bids to $107).
Shipped4
our passage is live, awaiting re-check
2,400/mo
total addressable market
AI answer defines the term but carries no worked numbers; a sourced calculation is the missing piece.
1,600/mo
starting an online business
Answer names steps; no demand or cost numbers anywhere.
1,000/mo
geo optimization
Answer defines the acronym; no measurements of AI-answer presence or volatility.
590/mo
market research for startups
Answer is generic method advice without a single figure.
Closed2
strong incumbent, we say so and move on
246,000/mo
high protein snacks
8-figure answer, 100% strong-class citations. Do not spend effort here.
8,100/mo
vegan protein sources
7 figures, 57% strong citations; no measured opening.

Volumes are measured US monthly searches. Every figure and verdict here is measured evidence, drawn straight from a client read.

Two ways to work with us

Start here

The Market Read

One-time. The full assembled picture of your market.

One flat price. Once.

Discussed on the call, plainly.

  • All eight report parts, interactive, behind your own access code. Yours to keep.
  • Every buyer question classified: open, partial, closed, with citations recorded.
  • Break-even math on your real numbers, and the priced list of terms that clear it.
  • Every competitor ad's age, copy and landing page from the public archives.
  • Your site audited as served, fix by fix, most under an hour each.
  • A live walkthrough call: the read becomes owner-by-owner assignments.
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Recurring

Answer Share

The re-check cadence, so the read stays true.

Priced on the same call.

For clients who already hold a read.

  • Your answer set re-read on a 60-day cadence, two pulls each time.
  • Every door re-classified: opened, closed, flipped, with the diff recorded.
  • Citations won and lost, in writing. The losses too.
  • Your figures re-pulled and refreshed, so nothing on your plan goes stale.
  • New doors surfaced as the engines push answers onto more queries.
  • Delivered to your private client hub: one code, every report, one page.
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Used in real venture capital due diligence impacting millions in investments.

Questions founders actually ask

What exactly do I get?

An interactive eight-part report behind your own access code, plus a live walkthrough call where we turn it into owner-by-owner assignments. Multi-report clients get a private hub: one code, every report, one page.

What does it cost?

Price is discussed on the call, plainly and first if you want. One flat price for the read, no retainers required. We publish no pricing here on purpose: scope varies by market, and we would rather quote you honestly than anchor you loosely.

Which AI platforms do you cover?

Today we measure Google's AI Overviews rigorously: every question read twice, citations recorded, doors classified with evidence. We do not claim ChatGPT, Claude or Perplexity coverage, because we have not measured them yet. When that lands in the pipeline it will appear here as a measured fact, not before.

Can you see my competitors' ad spend?

No, and neither can anyone else outside their accounts. We measure what is public: every ad's age, copy and landing page, plus the auction's posted prices. Spend, impressions and conversions are invisible from outside, and we put that limit in writing instead of estimating around it.

Do you guarantee citations or rankings?

No. We classify which answers are winnable, with evidence, publish the passage built to win each one, and keep score on a re-check cadence. Wins and losses both get recorded. Anyone guaranteeing a citation is selling you a coin flip.

Why should I trust the numbers?

Every figure on our public pages is registered: value, source, pull date, measured or assumption. The registry files are linked from every post. Our own build fails if a page ships with unsourced numbers. Check any figure yourself; that is what the registry is for.

Twenty minutes. Your market, not a pitch.

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Or start with the proof: the field notes carry real measured figures on every page, registries linked. When you want yours, book.