AI Narrative Intelligence

Own your brand's
AI narrative

Markiqo reveals how leading AI assistants frame your brand, where competitors steal attention, and what to fix first.

ChatGPTClaudeGeminiPerplexityGoogle AI OverviewGoogle AI Mode

Get my AI narrative report Request early access

AI Narrative Pulse

Live benchmark

Answer share

62%

Top-choice rate

54%

Citation depth

47%

Risk exposure

Low

Model-by-model strength

ChatGPT

Claude

Gemini

Perplexity

Google AI

Narrative risk

2 high-priority claims need correction

Priority queue

5 ranked actions with a 90-day roadmap

Why This Matters

AI now shapes
first impressions

In AI-led discovery, buyers often choose from one synthesized answer. If your narrative is weak, demand leaks before you enter the shortlist.

AI answers compress the buyer journey

When AI gives one consolidated recommendation, brands fight for inclusion and framing, not just clicks.

Invisible brands lose demand silently

If your brand lacks trusted signals across the web, AI systems skip you even when your solution fits.

Weak framing kills conversion

Being listed is not enough. If your brand is framed with caveats while competitors are endorsed, you lose the decision upstream.

Platform

From AI visibility to AI influence

Markiqo turns AI outputs into decision-ready priorities your marketing team can execute with confidence.

Signal flow

Capture

Cross-model benchmark

Diagnose

Gap-level intelligence

Execute

Priority roadmap

Capture your AI baseline

Run the same high-intent prompts across major AI systems so your performance is comparable and auditable.

Unprompted vs prompted discovery
Model-level placement evidence
Prompt-and-answer audit trail

Diagnose what is suppressing growth

Break performance into visibility, position, perception, and integrity so teams know what is causing lost demand.

Perception split: recommended vs hedged
Citation and source-gap mapping
Integrity and risk flag detection

Execute the highest-leverage moves

Convert gaps into a focused action sequence with expected lift and clear ownership.

Gap-linked recommendations
Expected lift ranges
90-day priority roadmap

Roadmap

Built for decisions today. Expanding for always-on control.

Now

On-demand AI narrative audits
VPSI scoring across four signals
Competitive pressure and share-of-answer view
Gap-linked action priorities

Scheduled recurring benchmarks
Threshold alerts when narratives shift
Agent-assisted execution of top recommendations

Request early access ->

Operating Model

How Markiqo turns AI
conversation data into growth decisions

A repeatable operating method for measuring narrative performance, isolating risk, and prioritizing execution.

Define your market lens

Set brand, category, region, and competitors so analysis reflects real buyer decisions.

Category intent mapCompetitive decision frame

Capture AI reality

Run calibrated prompts across major answer engines to record how your brand is surfaced and framed.

Cross-model response baselineAuditable answer evidence

Quantify narrative performance

Score visibility, position, perception, and integrity by model to expose where demand is won or lost.

VPSI and model-level deltasRisk flags by narrative type

AI narrative signal map

Live benchmark

Visibility

Position

Perception

Integrity

ChatGPT

Claude

Gemini

Perplexity

Prioritize execution

Translate findings into ranked actions so teams align on what to ship first.

Priority-ranked action queue90-day execution roadmap

Review a sample report

Operating cadence

Designed for weekly decision loops, not one-off reporting.

Ongoing strategic oversight

Weekly benchmark

Track directional movement and competitor deltas

Risk watch

Catch factual drift and high-risk claims early

Priority refresh

Re-rank actions as narrative dynamics change

Industries

Built for teams
where trust drives conversion

If buyers ask AI about your category, your brand narrative needs to win in the answer.

SaaS & Technology

“Best project management tools for enterprise?”

Product positioning against category leaders

Consumer Electronics

“Best noise-cancelling headphones under $300?”

Feature comparison accuracy, pricing integrity

Insurance & Finance

“Most trusted life insurance providers?”

Trust signals, regulatory compliance claims

FMCG & Consumer Goods

“Safest baby food brands in India?”

Category discovery, regional visibility

B2B Enterprise

“Best cloud security vendors for mid-market?”

Share of voice, thought leadership citations

Audience

Built for teams that own
market perception

From single-brand operators to multi-brand portfolios, Markiqo gives teams the narrative intelligence layer missing from traditional tools.

Brand Managers

Monitor how AI frames your brand and fix misrepresentation before it costs conversion.

CMOs

Use one executive-ready scorecard to track narrative strength and defend strategic bets.

SEO / AEO Teams

Extend optimization from rankings to answer-engine inclusion and recommendation quality.

Growth Leaders

Treat AI narrative as a measurable acquisition and conversion channel.

PR & Communications

Prioritize the publications and sources AI trusts most in your category.

Agency Strategists

Deliver differentiated narrative intelligence clients cannot get from standard SEO reports.

Product Marketing

See where AI positions your offer versus alternatives and where positioning breaks down.

Content Strategists

Focus content investments on the exact source and narrative gaps hurting visibility.

Proof

Evidence you can act on, not just charts

Decision-grade output

Each report links findings to specific actions your team can execute.

Evidence trail included

Prompt, response, and source context are traceable for stakeholder review.

Built for repeatability

Run again on a cadence to verify lift and catch narrative drift early.

What teams get in the first report

Clear visibility, position, perception, and integrity snapshot.
Competitor and citation gaps ranked by expected impact.
A 90-day priority roadmap that sequences quick wins and strategic moves.

See a sample report walkthrough

Latest strategy notes

Research

Perception Intelligence: How AI Framing Changes Brand Conversion

A brand can be visible in AI and still lose demand if framing is weak. This deep dive shows how to classify AI perceptio…

2026-02-25·10 min read

Strategy

From Keywords to Knowledge Graphs: How Content Strategy Changes in AI Search

In AI search, volume-first keyword publishing is weaker than entity clarity and source trust. Here is a practical conten…

2026-02-24·9 min read

Strategy

AI Visibility Is Now a Brand Distribution Channel

AI assistants and Google AI are now deciding which brands appear in answers. This guide explains what changed, what to m…

2026-02-20·7 min read

View all posts ->

FAQ

Questions teams ask before
they operationalize AI narrative

Straight answers to help you evaluate fit, speed, and strategic value.

What is AI narrative intelligence?

It is the discipline of measuring how AI systems discover, describe, compare, and recommend your brand during buyer conversations.

What does Markiqo measure?

Markiqo tracks four signals: visibility, position, perception, and integrity. Together they show whether your brand is merely mentioned or truly recommended.

How should teams use this score?

Use it as an operating signal. Review model-level gaps, execute the highest-impact actions, and re-run on a cadence to verify lift.

How fast can we get results?

Most first reports are delivered within 24 hours, with immediate priority actions your team can start the same week.

Which AI systems are covered?

Markiqo covers major buyer-facing systems including ChatGPT, Claude, Gemini, Perplexity, Google AI Overview, and Google AI Mode.