In one line: Trendscoded's Signals system powers a deep structured baseline against your rivals across ChatGPT, Gemini, Claude, and Grok — then layers daily trend and signal intelligence on top so the weekly Strategic AEO Plan always closes the gaps that matter most.
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.
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.
When the model is matching a rival to your buyer, the workstation names the artifact that would change the answer, comparison page, evaluation guide, benchmark, case study.
Strategic AEO Plans synthesize the baseline gaps and the week's signals into a ranked publishing list — one plan, a queue of 30+ typed actions, and the evidence to create. Named owners, named buyers.
Your signal set is configured at kickoff — the specific capabilities, narratives, and associations that decide your answer in your category, not a generic template.
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.
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.
The baseline is built by the Signals system: deep structured prompts 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 deep diagnostic 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 weekly Strategic AEO Plan synthesizes both: baseline gaps ranked against the freshest daily signals, producing one plan with a ranked queue of 30+ typed actions and the evidence to create.
Last reviewed 2026-05-06 · See full glossary at /glossary
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