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Jev AEO & GEO Visibility Enricher — AI Search

Enrich supplied answer-engine responses with brand stance and recommendation judgments.

Jev AEO & GEO Visibility Enricher — AI Search returns 11 documented output fields, including id, prompt, engine, answer and sourceUrl. Every field carries a declared type, a written description and an example value. 6 runs are recorded on Apify.

Run it on ApifyPay per result · no subscription
11
Output fields
7
Inputs
6
Runs
2026-10-15
Last run

01 — output

What it returns

Every field the extractor writes to its dataset, with its type, a written description and an example value.

FieldTypeWhat it holdsExample
idstringStable identifier from the source. Use it to link records across runs.EXAMPLE-0001
promptstringThe prompt this record resulted from.Which CRM do you recommend for a small team?
enginestringEngine that produced this result.chatgpt
answerstringThe answer produced for the paired question.The answer text, exactly as captured. The evidence the judgement was made on.
sourceUrlstringThe page or endpoint this row was read from.https://example.com/thread
capturedAtstringISO 8601 timestamp of when this record was captured or archived.2026-10-18T07:30:00Z
deterministicobjectEvidence computed from the text itself without a model — which entities are named and how often. The check on the model's judgement, and it is still available when the judgement call fails.{"brandMentions":3,"competitorsNamed":["Northwind"],"evidence":"The brand is named three times, first."}
judgmentsobjectThe model's structured answers. **Null when the judgement call failed**, so it must be null-checked before it is read.{"preferred_entity":{"choice":"brand","confidence":0.91}}
preferredEntitystringWhich entity the answer treats as preferred, resolved back to a name. Null where the answer names none clearly.Example Brand
decisionobjectThe classified decision, with a status and the reason for it. On a failed call the status is 'failed' and the answers are null.{"status":"clear","preferredEntity":"Example Brand","confidence":0.91,"reason":"Named first and unambiguously."}
telemetryobjectWhat the call cost and how it went — model, latency, attempts and estimated cost. Null when no call succeeded.{"provider":"typesafe","model":"example-model","templateId":"tpl-1","latencyMs":1840,"attempts":1,"inputTokens":820,"outputTokens":96,"estimatedCostUsd":0.00004}

02 — sample

One record

Assembled from the example values declared on the schema above, not invented at render time.

{
  "id": "EXAMPLE-0001",
  "prompt": "Which CRM do you recommend for a small team?",
  "engine": "chatgpt",
  "answer": "The answer text, exactly as captured. The evidence the judgement was made on.",
  "sourceUrl": "https://example.com/thread",
  "capturedAt": "2026-10-18T07:30:00Z",
  "deterministic": "{\"brandMentions\":3,\"competitorsNamed\":[\"Northwind\"],\"evidence\":\"The brand is named three times, first.\"}",
  "judgments": "{\"preferred_entity\":{\"choice\":\"brand\",\"confidence\":0.91}}"
}

03 — input

What you give it

InputTypeDescription
brandstringrequiredTracked brand name.
aliasesarrayoptionalAlternative names for the tracked brand.
competitorsarrayoptionalNamed competitors to compare only in supplied answers.
responsesarrayrequiredAnswers already collected from an approved source; this Actor does not query answer engines.
typesafeApiKeystringoptionalSecret — supply your own value.
providerstringoptionalUse fake only for contract tests; typesafe performs live Jev judgments.
confidenceThresholdnumberoptionalMinimum confidence required before a result is accepted rather than marked for review.

04 — run

Run Jev AEO & GEO Visibility Enricher on your own input

It runs in the cloud on Apify. Nothing to install, and you are billed per result returned rather than per attempt.

Open on Apify ↗

05 — questions

Asked before running it

11 of 11 fields described

What does Jev AEO & GEO Visibility Enricher — AI Search return?
It returns 11 documented output fields: id, prompt, engine, answer, sourceUrl, capturedAt, deterministic, judgments, preferredEntity, decision and telemetry. Each field declares its type, a description of what it holds, and an example value.
What input does Jev AEO & GEO Visibility Enricher — AI Search require?
brand and responses are required. A further 5 inputs are optional. The full input schema, with types and defaults, is below.
Does Jev AEO & GEO Visibility Enricher — AI Search need an API key or login?
Yes — typesafeApiKey is marked secret and must be supplied by you. Nothing else in the input schema needs credentials.
How do I run Jev AEO & GEO Visibility Enricher — AI Search?
It runs on Apify. Start it from its listing with the inputs above, or call the Apify API with the Actor's ID. Results land in a dataset you can export as JSON, CSV or Excel, or read through the Apify API into your own pipeline.