Haynechi
Haynechi Index Understand where you stand in AI Search before competitors own the prompt map.

Monitor

Know exactly how AI answers talk about your brand

Track visibility, sentiment, citations, and competitive share across the answer engines your buyers already use.

Map this surface Platform model
Capture: Prompt familyNormalize: Citation setRoute: Source workProve: Movement event

Answer Ledger

What is AI saying, where did the answer come from, and what changed since the last capture?

Marketing leaders need answer evidence that is specific enough for operators and clean enough for executives: prompts, engines, source URLs, sentiment, competitors, and movement.

Map this surface
Capture Prompt family

engine, region, competitor

Normalize Citation set

source class, freshness, owner

Route Source work

content, PR, commerce, technical

Prove Movement event

delta, driver, caveat

Operating LoopDaily
01 Capture prompts

Run priority prompt families across selected engines, regions, and competitor modifiers.

02 Parse answers

Extract brand mentions, competitors, sentiment, claims, missing entities, and cited sources.

03 Compare movement

Review answer deltas against the previous capture window and shipped work.

04 Route action

Assign citation recovery, source updates, content fixes, or executive watch items.

Tracked ObjectsAnswer Ledger
Prompt family

buyer stage, region, engine, modifier

tracked
Answer snapshot

rank, sentiment, claims, competitors

captured
Citation set

domain, URL, source type, freshness

normalized
Movement event

delta, likely driver, next action

reviewed
ControlsOperator safe
Engine coverage

ChatGPT, Gemini, Claude, Perplexity, Copilot, and AI Overviews by scope.

Source weighting

Owned, earned, retail, partner, community, and analyst sources separated by influence path.

Risk thresholds

Escalate recurring negative language, missing entities, or competitor-favorable framing.

Readoutsanswer snapshots by prompt, engine, and region
Executive view

answer state, category position, and narrative risks

Operator view

prompt rows, source URLs, owners, and action queue

Proof view

movement after content, PR, commerce, or technical work ships

Signal Console

A command center for zero-click marketing.

The product surface is built around the work: prompts become clusters, clusters become actions, actions become measured answer movement.

  • Prompt clusters scored by demand, visibility, sentiment, and conversion intent.
  • Citation source maps that separate trusted mentions from narrative drift.
  • Agent workflows that create briefs and campaigns with approval gates.
Haynechi Command Sample category: fintech SaaS
Visibility72.8+8.4
Share18.6%+2.1
Citations4,892+18%
Risk11-4

Recommended actions

Refresh the comparison page cited by Claude and Perplexity.

Publish a source-backed glossary for the highest intent prompt family.

Engine coverage

Start with the map

Start with one market map.

Request the pilot