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

Interface System

The workspace language behind AI Answer Operations.

Haynechi turns prompts, answers, sources, agent work, and proof events into screens a revenue team can inspect, assign, and measure.

Interface Objects

The operating loop is visible in the screen, not hidden in copy.

Every Haynechi view carries the prompt, answer, source, owner, action state, and measurement path so a team can move from observation to proof without losing context.

View architecture
Workspace ObjectsPrompt to proof
Prompt Intake

Category prompts arrive with market, engine, buyer stage, competitor set, and capture window.

capture
Answer Map

Responses, sentiment, citations, rank, gaps, and answer variants resolve into one working view.

map
Source Graph

Owned pages, earned mentions, partner sources, freshness, and authority signals sit beside each answer.

source
Agent Run

Approved work carries template, inputs, owner, reviewer, destination, and rollback context.

workflow
Proof Event

Answer movement, citation shifts, crawl context, confidence, and caveats stay linked to shipped work.

proof
Executive Readout

Movement, risk, owners, and next-cycle decisions condense into a board-ready packet.

readout
Operating FlowKnow move prove
01 Capture the question

Prompt family, market, engine, region, buyer stage, and competitor context enter as one record.

02 Read the answer

Sentiment, citation class, source freshness, rank, and missing entities share a common ledger.

03 Route the move

Content, PR, commerce, analytics, and supervised agent work carry owner and approval state.

04 Show the movement

Every readout ties shipped work to answer deltas, citation shifts, crawler context, and caveats.

Record LanguageAnswer context
Prompt record

Market, buyer stage, modifiers, region, engine, and competitor set stay visible together.

Answer record

Each response stays attached to engine, region, sentiment, rank, citation, and source class.

Action record

Owner, approval, artifact, destination, and rollback note travel with each agent run.

Proof record

Movement appears with crawl window, confidence label, source change, caveat, and next review.

Status SystemEvidence labels
Observed answer

Captured from a specific engine, region, prompt, and time window.

Influence path

Recommended work ties to the source, entity, page, or partner surface that can change the answer.

Approval state

Agent work shows draft, reviewer, approved destination, export path, and rollback note.

Measured change

Movement is shown with confidence, crawl context, caveat, and next review date.

Workspace Anatomy

The interface carries the decision context.

Rows, panels, states, and packets stay compact because answer operations happen across many prompts, markets, teams, sources, and review cycles.

Map a pilot
Core ViewsOperator view
Answer workspace

Prompt families, answer states, source sets, and competitor deltas appear in one operating view.

map
Source plan

Owned, earned, partner, retailer, and community sources show freshness, authority, and owner.

source
Agent queue

Approved moves carry reviewer, artifact, export destination, and rollback context.

workflow
Proof packet

Answer deltas, citation movement, crawler context, confidence label, and caveat stay together.

proof
Decision SignalsWhat travels
Answer context

Prompt, engine, region, sentiment, rank, and cited source appear before any recommendation.

Source context

Each citation shows ownership path, freshness, authority, and the team responsible for movement.

Action context

Agent outputs show reviewer, mode, destination, approval state, and rollback note.

Readout context

Movement, risk, confidence, caveat, and next action fit into a concise packet.

Workflow PathPrompt to proof
01 Open a prompt

The team sees engine, region, competitor set, answer state, and source context.

02 Trace a source

Owned, earned, and third-party citations show freshness, authority, and ownership path.

03 Assign the move

Work routes into content, PR, commerce, analytics, or supervised agent action.

04 Review proof

The readout shows movement, crawl window, confidence, caveat, and next cycle.

Team LensesShared source
AEO lead

Reads prompt movement, citation gaps, source plans, and recommended actions.

Content team

Receives briefs, entity gaps, page updates, owner state, and approval path.

Commerce team

Tracks SKU inclusion, retailer sources, shelf gaps, and proof windows.

Executive team

Sees cadence, movement, risk, confidence, and the next operating decision.

Credibility BoundsEvidence state
Evidence labels

Demonstration records, pilot observations, and customer-approved proof stay clearly separated.

Permissioned outcomes

Customer names, benchmarks, and usage scale appear only with approved evidence.

Governed actions

Supervised agent work keeps approvals, artifacts, export path, and rollback context visible.

External engines

Haynechi measures and influences answer behavior while third-party engines remain independent.

Start with the map

Start with one market map.

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