Narrative Decision Intelligence

Know how public narrative shapes your brand before you bet the budget

Looqme shows how your brand, competitors, and category are framed across media and social, before you commit strategy or budget. Delivered as a board-ready report with conclusions.

Trusted by leading brands

Plenty of data, but what does it mean for your next move?

You have data. You still don't know how the market actually sees you.

Tools measure activity

Your monitoring platform shows 4,568 mentions this month. Nobody has time to read them, and nobody knows what they mean for next quarter's strategy.

Research moves too slowly

You asked a research firm for a competitive landscape study. They quoted six months
and a budget that needs board approval before you can even start.

Agencies justify their strategy

Your agency produced a beautiful post-campaign report. It shows great numbers.
It also happens to be written by the people who ran the campaign.

We turn data into decision-ready insight

We map how you are framed online and translate that into conclusions you can act on. You get the depth of a research firm, the speed of an internal team, and the independence of neither.

Narrative ownership

Understand which narratives you own and which belong  to competitors.

Competitive positioning

See where you stand vs. competitors in public discourse.

Message penetration

Know which messages actually landed in the public conversation.

Emerging risks

Catch negative narratives before they reach mainstream coverage.

How it works

From billions of data points to 15 slides your board can act on.

Data Collection

Scale no internal team can match

Our AI models index billions of sources across media, social, blogs, and influencer ecosystems, in multiple languages and markets. Custom narrative clustering models are configured around the decision  you need to make.

Interpretation

Human analysts interpret what the data means 

Automated tools stop at metrics. Our analysts take the processed data and frame it against your question (a market entry, a campaign debrief, a reputational threat, yearly review). You receive conclusions with implications.

Output

Ready to use immediately

We deliver board-ready slides in multiple formats (Power BI, slides, HTML, dashboards, Looker, Excel). You don't need internal analysts to interpret the findings. You can take the report to your leadership immediately.

Speed

Delivered in 2-4 weeks,
not 6 months

Traditional research firms operate on long timelines. A scoped Looqme project runs in approximately four weeks, costs significantly less than equivalent research, and requires no long-term contract to start.

OBJECTIVITY

Independent by design

We have no campaign to justify or a strategy to defend. That independence is why leadership trusts what we deliver. And why it holds up under scrutiny from boards, donors, and procurement teams.

Start your pilot project

2B+

Indexed articles

3M+

New sources processed daily

50+

Analytics metrics per report

~1 month

3× faster than equivalent research

We enter at strategic decision moments

Every engagement with Looqme starts with a decision. Which one do you need to make?

Narrative Decision Intelligence

How is our category framed
and where do we fit?

Report → 

Narrative Year-in-Review

Example insight

"The sustainability narrative in this category is already owned by Competitor X. Entry on product quality terms is uncontested but currently undervalued by local media."

ANNUAL/QUARTERLY LEADERSHIP REVIEW

What narratives defined us this year
and did our strategy move the needle?

Report → 

Narrative Year-in-Review

Example insight

"Our brand gained 14 points of narrative share in the innovation theme in Q3, but ceded ground in affordability to Competitor X. This shift began in August and is still accelerating."

NEW LEADER/AGENCY ONBOARDING

What reality are we inheriting?

Report → 

External Reality Audit

Example insight

"The brand's stated positioning around 'reliability' has no meaningful presence in public discourse. The dominant association in media over the past 12 months is 'legacy' with a negative tone trajectory."

CAMPAIGN EVALUATION

What stuck in the public narrative
and what didn't?

Report → 

Campaign Impact Report

Example insight

"The campaign message was picked up by 12% of outlets. Competitor X entered the same narrative space two weeks in, adopting our language and redirecting attention toward their own product."

REPUTATION RISK

What narratives could turn into
a problem before we notice?

Report → 

Reputation Risk Audit

Example insight

"Employer brand risk moved from Moderate to Elevated due
to a recurring burnout narrative in Tier-2 media and industry forums. It's not yet visible in mainstream coverage."

CHANNEL/INFLUENCER INTELLIGENCE

Which channels and influencers
shape opinions in our category?

Report → 

Channel & Influencer Intelligence

Example insight

"62% of category-defining narratives in this sector originate in three Instagram accounts and two niche industry publications."

What you walk away with

The outcomes leaders come back for.

Strategic clarity

Know how the market frames your category and competitors before you commit budget, positioning, or a go-to-market plan.

Defensible analysis

Independent analysis that your finance team, leadership board, or procurement can't dismiss as internal spin.

Early intervention

Catch negative narratives before they reach mainstream coverage and require crisis management.

Evidence it worked

Replace reach with narrative impact. After a campaign, a grant period, or a year of communications, know what changed.

The insights you need in 4 steps

We work with you to clarify what decision this needs to support so you receive the most relevant information needed to inform your strategy.

Step 1

You share the decision you're facing

The question leadership needs answered and when. We scope the project around that.

Step 2

We do the work

Data collection, narrative processing, analyst interpretation. The average project runs four weeks from brief to delivery.

Step 3

You receive 10–15 slides with conclusions

Each slide carries a finding and what it implies for your next move. Written to be presented to a board, or used to brief an agency.

Step 4

You walk into the boardroom with independent backing

The analysis is independent, the data is global in scale, the methodology is defensible.

For organizations where narratives shape outcomes

We work with teams operating in high-visibility environments, where public perception influences strategy, funding, and market position.

For brands

When leadership asks a question that dashboards can't answer and the decision can't wait six months.

For NGOs & advocacy groups

When a donor requires evidence that the work changed the information environment.

For brands

When winning pitches, or when a client renewal requires proof that the work moved something beyond reach and impressions.

Trusted by leaders navigating high-stakes decisions

"Reliable source that can either confirm the results of our work for the year or challenge the results of our contractors. Because agencies sometimes inflate results to push a specific budget idea."

Head of Communications, Cemark (CRH Group)

"I can immediately see if there was something negative. Tracking negative mentions is very important — those are the ones we don't influence."

Head of Communications, Genesis

"We saw where we were, where we are, so we know where to move in our strategy."

Goodpolitics

How we're different

Platforms give dashboards and raw metrics. Research firms give survey reports. Agencies give performance justification filtered through their own strategy. Looqme gives narrative conclusions tied to your specific decision.

Alternative

What they do

What LOOQME does

All-in-one intelligence platforms 

Social listening tools

Media monitoring tools

PR agencies

Traditional research firms

Reporting tools

Show everything

Detect signals

Count mentions

Act

Tell you what people say in public

Package data

Shows what matters

Explains meaning

Maps narratives

Judges outcomes independently

Shows you what people think

Creates insight and packages it too

Want to see LOOQME in action?

Try one of these three options that matches where you are right now.

External Perception

The fastest way to see how the market frames you

Best for: Pre-strategy reviews. Leadership requeststhat need a fast answer.

Delivered as 10 board-ready slides in ~2 weeks

View sample report

You know what you want your brand to stand for. This report tells you what it actually stands for in public discourse right now — and where the gap is.

What's included

How your brand is framed across media, social, blogs, and influencer content

Top 3 narrative themes currently associated with you

2 emerging risks that haven't reached mainstream coverage yet

How your framing compares to one key competitor

90-Day External Reality Audit

For new leaders and new agencies who need to know what they're inheriting

Best for: New CMO onboarding. New agency taking over an account.

Delivered as 12–15 board-ready slides in ~4 weeks

View sample report

Before you build a strategy, understand the narrative reality on the ground. What the brand is known for, what risks are forming, what territory competitors own.

What's included

How the brand has been framed in public discourse over the last 3 months

Top attributes and emotional associations

Tone evolution and trajectory

Inherited narrative risks

External Perception

The fastest way to see how the market frames you

Best for: Pre-strategy reviews. Leadership requeststhat need a fast answer.

Delivered as 10 board-ready slides in ~2 weeks

View sample report

You know what you want your brand to stand for. This report tells you what it actually stands for in public discourse right now — and where the gap is.

What's included

How your brand is framed across media, social, blogs, and influencer content

Top 3 narrative themes currently associated with you

2 emerging risks that haven't reached mainstream coverage yet

How your framing compares to one key competitor

Request your pilot project

No long-term contract required

Frequently asked questions

What exactly are we buying — a tool or a service?

A service. You don't get a login, or a dashboard to manage. You commission a scoped analytical project, we do the work, and you receive a finished document with conclusions in your preferred format. Think of it as hiring an external analyst team for a specific question (without the hiring).

Can't our internal team do this?

Sometimes. But two things get in the way. First, scale — our AI models process billions of sources across languages and markets that no internal team can replicate manually. Second, independence — analysis produced internally is always open to the question "did you find what you wanted to find?" Ours isn't.

How long does a project take?

Depending on scope, between two and four weeks from brief to delivery. The External Perception Snapshot typically runs two weeks. Larger projects like the 90-Day External Reality Audit or a full Competitive Narrative Map run three to four weeks. We agree on the timeline before any commitment is made.

What data do you use? Is any of it private or restricted?

We analyze publicly available information only — media coverage, social platforms, blogs, forums, and influencer content. No private data. We don't scrape from restricted sources. Our output is legally clean and defensible in board, donor, and procurement contexts.

How much does it cost?

Projects are scoped individually based on the question, the time period, the number of markets, competitors, and the depth of analysis required. A scoped LOOQME project is significantly faster and less expensive than an equivalent traditional research study, and requires no long-term contract. Contact us to discuss scope and we'll give you a number.

What if our brief is vague or we don't know exactly what we need?

That's normal. Most briefs arrive incomplete. "We're entering a new market and need to understand it" or "leadership is asking questions we can't answer." Our first conversation is about understanding the decision you're facing. Scope follows from that.

What do we receive at the end?

10–15 slides built around conclusions and implications. Delivered in the format your team already uses — PowerPoint, Power BI, Looker, HTML dashboard, or Excel. Each slide carries a finding, what it means, and what it suggests for your next move.

Do we have to sign a long-term contract?

No. Every engagement starts as a standalone project. If the decision moment repeats (quarterly reviews, ongoing risk monitoring, new market entries) we scope the next project from there. Clients who want continuous intelligence move to a retainer. Those who don't, don't.

We need results faster than 4 weeks. Can you do that?

We understand the urgency. These requests usually come when a decision can't wait. Rushing the analysis risks conclusions that don't hold up under scrutiny, which creates a bigger problem than the delay. What we can do is prioritize what matters most for the immediate decision and deliver an initial finding fast, with the full analysis following. Tell us your deadline and we'll tell you what's achievable.