← All features

Position and answer analysis

See where AI recommends your brand first, which questions leave it further behind, and how stable its position is across repeated measurements.

An advance subscription is required to use the service. Send your request using the form below.

Intren – SEO Positions dashboard with filters and five metrics: #1.63 average, 83% first place, 88% TOP 3, 415 measurable answers and #4.7 weakest prompt. Explore the Positions dashboard
One measurement system
OpenAI APIGemini APIPerplexity APIGoogle AI OverviewGoogle AI ModeChatGPT

API measurements and separately measured interfaces can produce different results. Measurements describe the configured prompts and retrieval context.

AI Visibility

What question does it answer?

A brand may lead a recommendation list or appear near the end of an answer. Measurable recommendation positions and saved text help explain the difference.

Real project · Intren – SEO

From the overview to individual AI answers

The Positions dashboard starts with the overall picture, then takes you through daily trends and prompt groups to the saved answer for an individual measurement.

Intren - SEOSeptember 14–October 13, 2026 · 6 AI models · 3 tags · all prompts

Average AI position

#1.63

Lower is better; #1 is the first recommendation.

First-place rate

83%

Among all answers with a measurable position.

TOP 3 rate

88%

First, second and third positions combined.

Measurable answers

415

Answers with a position in the filtered period.

Weakest prompt

#4.7

Average position of the weakest question.

The denominator for the 83% first-place rate and 88% TOP 3 rate is the 415 answers with a measurable position, rather than all AI answers. First-place results also count towards TOP 3. A missing position does not mean last place.

The supplied admin screenshots show the state on October 13, 2026. These are fixed project figures for the selected filters; the original interface is in Hungarian.

01

Five metrics for your selected measurement scope

Filter by period, AI models, tags and prompts. Own-brand and competitor views are separate, and results can be exported.

Intren – SEO Positions dashboard with filters and five metrics: #1.63 average, 83% first place, 88% TOP 3, 415 measurable answers and #4.7 weakest prompt. Open the full-size screenshot
Five metrics for your selected measurement scope · Intren – SEO
02

Daily trend and prompts to investigate

A lower position on the chart means a better result. Below it, strong, weak and volatile prompts appear with their average positions. A question can belong to several groups.

Daily own-brand average-position trend and cards for strong, weak and volatile prompts. Open the full-size screenshot
Daily trend and prompts to investigate · Intren – SEO

Strong prompts

Questions with an average position of 3 or better.

  • What do you know about Intren marketing agency?#1.0
  • What services does Intren Kft offer?#1.0
  • What does INP mean?#1.5

Prompts to improve

Questions with an average position greater than 3.

  • Best SEO agencies in Budapest#4.7
  • Which SEO agency would you recommend in Budapest?#3.7

Volatile prompts

At least 2 positions separate the best and worst results. The badge shows the average.

  • Best SEO agencies in Budapest#4.7
  • Which SEO agency would you recommend in Budapest?#3.7
  • What does INP mean?#1.5
03

Open the answer behind the number

Position details list runs by timestamp, own position, AI model and prompt. In this example, the ChatGPT answer from October 13, 2026 at 00:14 has own position #1; its saved answer expands below the row.

Position details: October 13, 2026 at 00:14, own position #1, ChatGPT, a question about Intren’s services and the expanded saved answer. Open the full-size screenshot
Open the answer behind the number · Intren – SEO

What do you see?

  • Average AI position, first-place rate, TOP 3 rate, measurable answer count and the weakest prompt’s average position.
  • Daily average-position trend and strong, weak and volatile prompt groups.
  • Period, AI model, tag and prompt filters; separate own-brand and competitor views.
  • Position details by run and AI model, expandable saved answers and export.

How do you use it to decide?

  1. Select the period, AI models, tags and individual prompts if needed.
  2. Review the average and daily trend, then identify weak or volatile questions.
  3. Expand a saved answer in the position details to check its recommendation context.
  4. Track subsequent measurements with the same filters or switch to the competitor view.
Request a subscription

Brand knowledge and general recommendations differ

In the Intren – SEO screenshots, the question about Intren’s services has an average position of #1.0, while the question about the best SEO agencies in Budapest averages #4.7. A strong overall average can coexist with weaker general recommendation questions, highlighted separately in the prompt cards.

A fixed example from the supplied Intren – SEO screenshots for September 14–October 13, 2026, not a promise of results.

What does measurement require?

Answers must contain an interpretable recommendation position. A missing position does not mean last place.

Frequently asked questions

Is this a Google organic ranking?

It is a recommendation position within an AI answer. Traditional Google rankings are covered by the Google SERP feature.

What does TOP 3 mean?

Position three or better among answers with a measurable position. First-place results also count towards TOP 3; answers without a position are excluded from this denominator.

What if my brand is mentioned without a position?

The answer may be descriptive rather than an ordered recommendation. The mention remains a signal, but assigning an artificial position would be misleading.

Can the average improve while mentions decrease?

Yes. Fewer but better-positioned recommendations can improve the average. Read appearance rate and measurable sample counts alongside it.

Can I compare positions across platforms?

Matching questions provide a basis, but answer formats differ. Check the share of measurable recommendations and original text as well.

How should I use TOP 1 and TOP 3?

They show how often you lead recommendations. Reviewing second- and third-position prompts gives a different focus from investigating questions where you never appear.

Related features

Make your AI presence measurable

Request a quote for your project

Tell us which brand and website you want to measure and what question you need to answer. We will discuss the subscription and data connections your project requires.