Deep structured baseline against your rivals. Strategic AEO Plan to close the gaps.
In one line: Trendscoded runs a baseline read against your rivals across ChatGPT, Gemini, Claude, and Grok — then layers daily trend and signal intelligence on top so the Strategic AEO Plan always closes the gaps that matter most.
Read the Market · Build the Proof · Strengthen your Position · Compound the Gains — every week.
Watch your market every morning
The Trends Desk is the daily intelligence layer that surfaces rival rank changes, listicle drops, alternatives surfacing, and citation share shifts across ChatGPT, Gemini, Claude, and Grok.
- Weekly trends moving AI-answer position, qualified by the signals that prove them
- Four pipelines of daily trends signals: direct AEO strategies, primary brand amplification, rival competitors, analyst stats and thought leaders
- Rival rank changes by buyer context, in plain language
- Comparison page drops and capability claim shifts, the day they land
- New alternatives surfacing — leading indicators, not lagging
Read where you stand vs. your rivals
Position Score tells you which buyers you're winning, which a rival is taking from you, and where you're invisible — by buyer, use case, region, and model. Tracked alongside Mention Share and Answer Share on a 30-day rolling window.
- Buyer-by-buyer reads, win some, lose others, no averaging
- Rival comparison per buyer context
- Category-fit read that catches positioning errors at the source
- Cross-model spread that surfaces fragile positioning
Ship the proof that changes the answer
When the model is matching a rival to your buyer, Trendscoded names the artifact that would change the answer: comparison page, evaluation guide, benchmark, or case study.
- Format guidance per gap: comparison, guide, benchmark, case study
- Buyer the proof targets, named, not vague
- Brand signals AI is already picking up, push them harder
- Third-party hub map: who cites your category and who doesn't yet cite you
Compound your gains with strategic plans
Strategic AEO Plans synthesize the baseline gaps and the week's signals into a ranked publishing list — one plan, 30+ next steps, and the proof to create. Named owners, named buyers.
- One plan per week — a ranked list of next steps
- 30+ next steps with the proof to create
- Gap to close — named artifact, named buyer
- Strength to defend — what to refresh, amplify, update
Signals configured to your brand
Your signal set is configured at kickoff — the specific capabilities, narratives, and associations that decide your answer in your category, not a generic template.
- 7-question setup calibrates the signals for your category before any reads run
- Capability, narrative, and association signals chosen for your buyers
- Founder-configured at kickoff — not a generic keyword list
- Re-tunable as your positioning and rivals shift
Market signals, read daily
The daily read of what's moving in your category across all four engines — trends, listicle drops, alternatives surfacing, and citation shifts, qualified by the signals that prove them.
- Daily Trends Desk across ChatGPT, Gemini, Claude, and Grok
- Trends qualified by the signals that prove they're real
- New alternatives and comparison drops as leading indicators
- Analyst stats and thought-leader narratives entering the answer
Rival proof, monitored
Track the proof your rivals publish and the moment AI starts citing them for buyers you want — so you see the move before it costs you the answer.
- Rival rank changes by buyer context, in plain language
- New proof a rival ships that the models start citing
- Head-to-head shifts per buyer, use case, and model
- Leading indicators of a rival taking a buyer from you
Every major AI runtime — baseline and trend signals.
How these reads are produced.
The baseline is built from provider comparison questions run against your rivals across ChatGPT, Gemini, Claude, and Grok — scoped to your buyer, use case, and category. This is not a daily re-run; it is a market read that surfaces where you stand and where the gaps are. Mention Share, Answer Share, and Position Score are derived from that structured baseline.
The Trends Desk then layers daily trend and signal intelligence on top — rival moves, listicle drops, narrative shifts — feeding the context layer above the baseline. The Strategic AEO Plan synthesizes both: baseline gaps ranked against the freshest daily signals, producing one plan with a ranked list of 30+ next steps and the proof to create.
Last reviewed 2026-05-06 · See full glossary at /glossary
Close gaps. Strengthen signals. Stay ahead in the signal economy.
Want the deeper read first? See buyer answers · or see how Trendscoded compares.