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AI
AI Research Intelligence

PROMPT
INSIGHTS

The world's first AI Conversation Research Platform — tracking how real humans interact with AI to find, evaluate, and choose your brand.

Key Insights affecting your CTR

AI is Changing How
Customers Find Brands

Organic traffic and clicks are declining — more and more people research directly in AI systems like ChatGPT, Gemini or Perplexity and make decisions there, without ever visiting a website.

ChatGPT Weekly Active Users OpenAI / DemandSage 2026
2023
100M
Q1 '24
300M
Feb '25
400M
Sep '25
700M
2026
800M+
▲ 165× faster growth than organic search  ·  58% fewer clicks with AI Overviews  ·  66% of 18–24s use ChatGPT for research
01
🔍

AI Overviews
Kill Organic Clicks

AI Overviews are driving even lower organic CTRs than traditional zero-click features like Featured Snippets. Securing AI placement is now prime real estate.

−54.6%
Organic CTR in SERPs
with AI Overviews
Without AIO
100%
With AIO
45.4%
Source: Seer Interactive / Ahrefs, 2025–2026
02
💸

Paid Ads
Lose Their Edge

Paid CTRs on Google are declining across the board — with or without AI Overviews, fewer users are clicking on ads. New demand gen tactics are urgently needed.

−28.6%
Paid CTR on Google
overall
2022 baseline
100%
2025 paid CTR
71.4%
Source: SparkToro / Google Ads Benchmark 2025
03
🗺️

People Don't
Disappear

They just look somewhere else. Users shift their intent to AI search engines — asking, conversing, and deciding without ever visiting your site.

Where do buyers go?
37%
start research
in AI, not Google
46%
still visit a website
after AI answer
Source: Eight Oh Two / Digitaloft 2025
04
🏗️

Existing Tools
Are Blind

Current tools only analyze a single synthetic prompt. They miss the reality: customers have full multi-turn conversations before making decisions. One prompt ≠ a customer journey.

AI search tracking adoption
16%
Tracking
AI systematically
84%
Flying blind
in AI search
Source: Passionfruit Research 2025
AI Procurement Journey visualization for B2B buyers
85%
of young professionals use AI
for supplier research
33%
of 45–54 year-olds —
growing rapidly

The AI Procurement
Revolution Is Here

Your next enterprise customer is already asking ChatGPT, Claude, or Gemini whether your product is worth considering. The question is: what are those AI engines saying about you?

If you're not tracking your AI presence, you're flying blind in the most important new channel for B2B discovery.

Our AI Research Platform Tracks
the Full Customer Journey

Existing tools analyze a single synthetic prompt. We simulate real human multi-turn conversations — from first question to final decision.

TASK
User defines goal
Stage 01

Informational

The user seeks knowledge. Your brand either exists in this educational layer — or it doesn't.

Stage 02

Navigational

The user refines their search. They ask for leading players and comparisons.

Stage 03

Commercial

Feature comparisons, pricing questions — AI shapes what the user believes about your product.

Stage 04

Transactional

The user is ready to act. AI provides recommendations — you win or lose here.

RESULT
AI picks winner

Five Metrics That Actually Matter

We track key metrics to set a baseline, benchmark performance, and continuously monitor success.

🏆
Win Rate
How often AI recommends your brand as primary choiceMeasures recommendation strength — not just visibility.
📡
Mention Rate
% of conversations where your brand appearsThe foundational visibility metric — are you even in the room?
📊
Share of Voice
Your share of total mentions across all conversationsHow much of the AI narrative do you own vs. competitors?
Conversion
Win Rate ÷ Mention RateWhen AI mentions you, how often does it convert to a recommendation?
💬
Sentiment
Language tone when AI discusses your brandScored from −1 to +1. AI tone shapes purchasing intent.

Recommendations Per Team & Channel

Based on your AI visibility data, PromptInsights identifies where you're losing ground to competitors — and translates that into prioritised recommendations across every team.

⚡ Emerging Infrastructure New in 2025/26
📄
llms.txt
A structured file in your site root that tells AI agents directly how to interpret your brand, what pages are authoritative, and what to ignore. Like robots.txt — but for LLMs. Already supported by Perplexity and Anthropic.
🌐
Cloudflare Markdown for Agents
Launched Feb 2026. Cloudflare auto-converts your HTML to Markdown at the edge when AI crawlers request it — 80% fewer tokens, cleaner signal. Claude Code and OpenCode already request it natively. Opt-in, no code changes needed. Note: default Content-Signal allows AI training — review before enabling.
Owned
Branded Touchpoints
Your website, product pages & owned content — made machine-readable.
✍️ Content Team
Product pages: Q&A structure, conversational queries, no marketing filler
Feature descriptions: What it does — not why to buy it
Editorial: AI summary block (3–5 bullets) at the top of every article
Answer Type optimisation: Move from mere mention → direct recommendation by owning the first sentence AI cites per intent cluster
🖥️ UX Team
Information architecture: Core answer always above the fold
Microcopy: Tooltips & labels written as citable short answers
Schema.org: Product, FAQ and HowTo markup on all relevant pages
💳 Paid & Media
Search Ads: Keyword = AI prompt — same terms in ads and landing pages
Landing Pages: Answer the campaign's core question within the first 100 words
Output
Content Brief UX Checklist Schema Spec LP Template
Earned + Partner
External Touchpoints
PR, editorial media & channel partners — where AI finds your brand mentioned by others.
📰 PR Team
Press releases: AI summary (2–3 sentences) right after the headline — fully self-contained
Tier-1 briefings: Terminology guide + narrative phrasing suggestions for top-tier media
Partner data sheets: Specs consistent with your own site — prevents AI citing wrong data
🔍 Service Team
Comparison pages: AI summary above the fold — "What is the key difference?"
How-Tos: Solution before explanation, numbered steps, FAQ at the end
Feature pages: Use cases as H2 — each answers a concrete user question
📱 Social Team
Paid Social: Concrete number as hook ("200 MP. In your pocket.") — no superlatives
Copy formula: Fact → everyday scenario → product name → curiosity CTA
Output
PR Narrative Guide Media Briefing Partner Data Sheet Social Copy Formulas
Community
UGC & Community
YouTube, Reddit & forums — 12% of AI citations and rising.
▶️ YouTube
Creator briefing: Correct product naming, specs to cite, feature terminology
Transcripts: AI reads every word — clear statements, no insider jargon
Timestamps: Set per feature — increases AI citability
💬 Reddit & Foren
Monitoring: Keyword alerts for product names, sentiment tracking in top threads
Community replies: Experience-based, with concrete numbers, link to official source
Reviews
Structure: Short verdict in 2–3 sentences, then thematic H2 sections
Tone: "In my experience…" — explicit firsthand use, no vague impressions
Output
Creator Brief Monitoring Setup Review Template

Not a Tool.
Serious Market Research.

Four rigorous steps from research design to actionable marketing roadmap.

01

Define Tasks

Which target groups matter? What part of the customer journey? Which competitors? Which products? We design the research with you.

02

Recruit & Gather Data

Real humans have real AI conversations via our platform. We collect and make conversation data machine-readable. No synthetic prompts.

03

Analyze Conversations

We identify the most-used prompt clusters and their variations. We map your brand presence across every conversation stage.

04

Develop Action Plan

Concrete marketing recommendations for every funnel stage — derived directly from the data, immediately actionable.

Real People. Real Conversations.
Real Insights.

Not a classic GEO tool — comprehensive market research on visibility, topics and target groups across the entire customer journey.

👥

Real People

No synthetic prompts — we recruit real users who have genuine AI conversations.

Recognised Standards

Methodology based on established market research standards — reliable benchmarks, no black box.

💬

Full Conversations

We analyse entire conversation flows — not just individual search queries.

📈

Full-Funnel Analysis

From the first question to the purchase decision — we follow the complete customer journey inside AI.

🎯

Beyond GEO

Deep insights on visibility, topics, audiences and narratives — not just keyword tracking.

Actionable Plans

Concrete marketing recommendations derived directly from data — immediately actionable.

Start Tracking Your
AI Presence Today

Three research packages designed for different scales of ambition.

🔍
Starter
Quick Scan

First AI visibility report for one product category and two AI platforms. Baseline data and initial action recommendations. Ideal for first insights.

✓ 1 product category
✓ 2 AI platforms
✓ Baseline report + recommendations
Request a Quote →
🚀
Enterprise
Continuous Monitoring

Ongoing quarterly research cycles, multiple product lines, all major AI platforms, and dedicated strategy consulting. Built for brands at scale.

✓ Quarterly research cycles
✓ All AI platforms
✓ Dedicated strategy consulting
Request a Quote →

Be Visible
Where Decisions
Are Made

Your customers are already asking AI about your brand. PromptInsights shows you exactly what it's saying — and what to do about it.

// Request a Quote
Impressum
✕ Schließen

Impressum

Cheil Germany GmbH

Geschäftsführung: Minsoo Kee, Tai Hai Kim, Kyung Mo Lee, Daehoon Park
Frankfurter Str. 4
65760 Eschborn
Deutschland

E-Mail: [email protected]
Telefon: +49 (0) 6196 9713–0

Gesellschafter: Cheil Worldwide
Registergericht & Registernummer: Königstein im Taunus HRB 6360
Umsatzsteuer-ID: DE237911006

Verantwortlich für den Inhalt: Volker Selle

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