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Prompt Tracking

Every prompt. Every engine. Every answer, scored.

See the real conversational queries your buyers ask AI — and exactly how every engine answers them, who it names, and where you rank.

evidentlyaeo.com/analyze/queries-answers-v2Query Analysis
Query Analysis
Neutral ⌄
Jun 21 - Jun 27
Visibility ScoreShare of AnswersSentiment ScoreMentionsAverage Position
#
SCORE ⌄
PROMPT ⌄
VOLUME ⌄
TOP BRANDS
1
35
gym shoes for cross-training and high-intensity workouts
2
29
best running shoes for marathon training and long distances
3
22
top-rated running shoes for high-mileage runners
4
28
best value running shoes for beginners and casual runners
7
AI engines per prompt
3
Query types tracked
6
Metrics per query
Raw
AI response text
how it works

How prompt tracking works

From a prompt set that mirrors your buyers to a scored answer matrix across every engine.

01

Build the prompt set

Start from your topics and competitors; the platform generates the conversational prompts buyers actually ask, and you can add your own.

02

Fan out daily

Each prompt runs across all 7 engines on schedule, capturing the full response — brands named, order, citations and tone.

03

Score every answer

Per query and per engine: visibility, Share of Answer, mention count, brand presence, sentiment and average position.

04

Read the raw output

Don't just look at metrics — read the actual text generated by ChatGPT and Perplexity with your brand and competitors highlighted inline.

why it matters

Query intelligence, three layers deep

Prompt-level truth beats average-level comfort.

Blind queries are the truth serum

Anyone can rank for their own name. Blind queries — the ones that never mention any brand — measure whether AI discovers you organically when buyers ask open questions.

  • Blind / neutral — organic discoverability with no brand named
  • Branded — what AI says when asked about you directly
  • Competitor — how you show up inside rivals' conversations
Blind / Neutral

No brand named. Pure organic discovery.

"best CRM for small business"
Branded

You're named directly. Reputation tracking.

"Acme Corp pricing and reviews"
Competitor

Rival is named. Overlap and conquesting.

"GlobalTech vs Acme Corp"

Six metrics per prompt, per engine

The collector breakdown splits any query by AI engine, so you can see that you're #1 on ChatGPT but invisible on Perplexity — and treat them as the different battles they are.

  • Visibility, Share of Answer and mention counts per query
  • Brand presence, sentiment and average position
  • Per-engine collector breakdown for any prompt
Performance by LLMgym shoes for cross-training
LLM Share
Ment.
SOA
Pos
ChatGPT
40
73%
#2
Perplexity
15
59%
#1

Head-to-head brand rankings

For every single prompt, see exactly how you stack up against your competitors. See who owns the Share of Answer, who gets mentioned first, and whose sentiment is highest.

  • Ranked list of all brands mentioned in the answer
  • Compare visibility and Share of Answer head-to-head
  • See which competitor displaced you in a specific engine
Brand Rankings
#
Brand
Vis
SOA
Sent
1
NikeYOU
34.5
66%
81.2
2
Under Armour
21.1
26%
76.5
3
Adidas
5.9
4%
82.5
query taxonomy

Three query types, three different games

Averaging them hides the story. Tracking them separately tells you exactly where to play.

Blind queries

No brand named. Pure discoverability.

"best AEO platform for enterprise"

The highest-stakes queries: AI has to pick winners from scratch. If you appear here, you're genuinely discoverable.

Branded queries

You're named. Reputation on the line.

"is EvidentlyAEO worth it?"

What AI tells buyers who already found you — sentiment, accuracy and the competitors it suggests alongside.

Competitor queries

A rival is named. Can you break in?

"Acme Corp vs EvidentlyAEO"

Conversations that start with your competitor. The best ones end with AI recommending you instead.

faq

Common
questions

Everything you need to know about this feature.

Still need help?

We're happy to jump on a call and walk you through the platform.

Your competitors are
already being recommended
by AI.

Start tracking, benchmarking, and winning — today.