Our Signals system runs a deep structured baseline against your rivals across ChatGPT, Gemini, Claude, Perplexity, and Grok — and ships weekly Strategic AEO Plans that close gaps, amplify and compound.
Structured Market Position
Market answer position
Market
Inline AI usage controls
Primary
XYZ Security
Model
GPT-5.5
Composite Score
0.64
+0.08 MoM
Overall Market Leader
-0.16
Gap to Close
Brand configured Signals
Critical
Watch
Strong
Leading
The gap that matters
You can have great mention numbers in the wrong frame — that's the position that compounds against you fastest.
Product Position scoring reads where your brand stands inside AI answers — by buyer, rival, region, and engine. Named first, named as an alternative, or missing entirely. Every list shows the model, the rival, and the proof gap.
Each week, 3–5 Strategic AEO Plans — gaps to close, strengths to defend, signals to amplify — anchored to the brand-configured trends the Trends Desk just read. You decide which ones to ship. Direction compounds when you keep choosing.
Watch how ChatGPT, Gemini, Claude, Perplexity, and Grok rank your brand, your rivals, and the buyer criteria. Read the movement. Ship the move that compounds your position in the right direction.
Trends Desk tracks the brand-configured trends moving AI-answer position. We pull evidence across your direct AEO strategies, your primary brand amplification across the market, your rival competitors, and the analyst stats and thought leaders shaping the category — and qualify each one into the signals that matter to your market. Every signal scored, reasoned, mapped to the trend it supports.
You pick 3–5 named competitors. The Trends Desk tracks them daily across four pillars. Every week, it qualifies that evidence into the signals actually moving your position — because the trend is the unit, and the signals are the qualified evidence inside it.
What AEO moves to ship — your team's shipped work (per-engine pages, structured data, comparison artifacts), the new strategies AEO thought leaders are publishing on X and the web, and the underlying market evidence shaping how AI engines retrieve and rank inside answers.
What AEO work lifted our position this week, and what new strategies or market evidence have practitioners just surfaced that we should act on?
What the model picks up from your brand in the open — launches, founder posts, PR, customer wins, category framings.
What proof of ours can the model already see, and is it strong enough to anchor our position?
What rivals publish, claim, and earn inside the answer — new capabilities, new descriptors, new comparison wins.
How are your named rivals positioning on this trend, and what buying language are they taking?
External authority voices and numbers the model treats as load-bearing — analyst stats becoming buyer criteria, thought-leader framings reshaping the category.
Which voices and stats are anchoring this trend, and are they favorable, neutral, or threatening to your position?
Mention trackers count presence on a single brand. The Trends Desk tracks 3–5 competitors daily across four pillars — and reads what's actually moving direction every week.
Mention numbers in the wrong frame compound against you. Structured Position gives every marketing role — Product Marketing, GTM, Content & SEO — the right direction, so each week's moves compound your AEO signal strength and ROI.
Anchor the position. Compound the direction.
Read where AI engines anchor your brand — category, use case, capability — and ship the narrative moves that compound the right anchor each week.
Catch the shift. Brief the field.
Read the directional shifts that move buyer evaluations — rival momentum, new entrants, evolving criteria — and brief the field before pipeline reacts.
Close the gap. Ship the proof.
Read the proof gaps in your structured position — capability, trust, narrative — and ship first-party evidence that compounds the position week over week.