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Brand perception analysis

Understand How People Really See Your Brand

The gap between your brand story and Reddit's version is what AI tells your prospects. Makna's Reddit intelligence surfaces the perception gaps that compound silently into AI answers, Google rankings, and purchasing decisions.

The gap between your brand story and what Reddit says

People append "reddit" to Google searches specifically to bypass marketing and get real opinions. What they find shapes their purchasing decisions.

40%

of AI answers cite Reddit discussions

Source: Profound, 2025

#2-4

most visible domain in Google search results

Source: SISTRIX

2.5y

average age of a Reddit thread cited by AI

Source: Semrush, 248K posts

52.5%

of AI citations go to community platforms

Source: Otterly.AI

Perception gaps compound for years

The average AI-cited Reddit thread is 2.5 years old (Semrush). The perception gap you don't address today keeps shaping AI answers, Google results, and purchasing decisions for years. And 70% of the posts AI cites have fewer than 20 comments — the threads shaping your brand's reputation aren't the viral complaints. They're quiet comparison discussions you never noticed.

See it in action

A real perception gap, visualized

Here is what it looks like when brand messaging and customer reality diverge. This is the kind of gap Makna surfaces automatically.

What Lululemon says

  • Technical fabrics engineered for peak performance
  • Built to last through every workout and beyond
  • Inclusive community that celebrates every body

What Reddit says

  • Align leggings used to last 3+ years. My last two pairs pilled in under 6 months. Quality has tanked since they scaled production. — r/lululemon · 2.4k upvotes
  • Spent $128 on Wunder Trains that ripped at the seam after 4 wears. Their 'quality promise' is just marketing at this point. — r/gymsnark · 891 upvotes
  • Size 12 fits completely different depending on which store you buy from. Asked an educator and even they admitted sizing is inconsistent right now. — r/lululemon · 1.7k upvotes

The gap

Lululemon's marketing leads with durability and technical innovation, but the dominant Reddit narrative is quality decline and sizing inconsistency. These threads compound: the average AI-cited Reddit post is 2.5 years old, meaning today's complaints shape AI recommendations for years. When someone asks ChatGPT 'are Lululemon leggings worth it?', the answer draws from exactly these threads. A brand team with Reddit intelligence could quantify how 'quality decline' mentions have grown quarter over quarter and act before the narrative becomes permanent.

Competitive intelligence

Your brand perception doesn't exist in isolation

When someone asks AI "best yoga pants" or searches Google for "brand X vs brand Y reddit," the answer comes from comparative Reddit threads. Your perception gap matters most relative to competitors.

Comparative threads

Reddit's candor mechanism makes it the go-to for "X vs Y" discussions. AI pulls from these threads to rank brands in recommendations.

Share of voice

How often your brand is mentioned vs. competitors in the same subreddits. A competitor with stronger Reddit perception captures more AI recommendations.

Sentiment benchmarking

Your 65% positive sentiment means nothing without context. If competitors sit at 80%, the perception gap is a competitive disadvantage compounding in AI answers.

Learn about competitive share of voice →

What drives brand perception on Reddit

Perception is shaped by three forces. Makna helps you understand and influence all three.

Who talks about you

A few vocal advocates or critics shape perception for thousands. Makna identifies your most influential community voices.

Where they talk

Each subreddit has its own candor culture. r/SkincareAddiction and r/frugal discuss the same product with completely different perception frames. Know which communities shape your narrative.

What issues they raise

Product quality? Pricing? Customer service? AI categorizes every mention into 12 issue types automatically.

makna.app/dashboard

Brand Health

What's driving perception — and is it getting better?

58%

Positive

+16% from Feb

14%

Negative

-22% from Feb

Pricing

Top Issue

24% of neg

Sentiment Over Time
20
27
3
10
17
24
3
10
17
Positive Neutral Negative
What People Talk About
Product Quality
34%
Pricing
24%
Customer Service
16%
Praise
12%

From insight to action

See the actual conversations shaping perception

Every mention classified by sentiment and issue category. Click into any topic to see exactly what people are saying.

makna.app/dashboard

Mentions

3 unread mentions

ThreadsAll
SK
u/skincare_junkie2h ago
positive

Just finished my second bottle of Bloom Skincare vitamin C serum and my dark spots have noticeably faded. The texture is lightweight and doesn't pill under makeup.

r/SkincareAddictionProduct Quality847
BU
u/budget_beauty4h ago
negative

Does anyone else think Bloom Skincare has gotten way too expensive? Their moisturizer used to be $28 and now it's $42. Hard to justify when CeraVe exists.

r/drugstoreMUAPricing234
DE
u/dermatology_nerd6h ago
positive

Dermatologist recommended Bloom Skincare retinol night cream and it's genuinely the best I've tried. No irritation, no peeling, just results.

r/30PlusSkinCarePraise1203
+2 more mentions today
See how the Diagnose, Focus, Measure loop works →Run a free brand check →
AI visibility →Share of voice →Sentiment analysis →Reputation monitoring →Brand monitoring →

From the knowledge base

What People Say About Your Brand on Reddit →The Diagnose, Fix, Measure Framework →How Reddit Shapes What AI Says →

Brand Perception FAQ

What is the difference between social listening and social monitoring?
Social monitoring tracks individual mentions and alerts you when your brand is discussed. Social listening goes further — analyzing patterns, sentiment trends, and community dynamics over time to inform strategy. Makna does both: real-time mention tracking plus analytics that show who talks about you, where, and how sentiment is shifting.
What is social listening?
Social listening is the process of analyzing brand conversations at scale to understand trends, sentiment shifts, and community dynamics. It goes beyond counting mentions to answer questions like: Is our brand perception improving? Which issues drive negative sentiment? Which communities should we engage with?
How does sentiment analysis work?
Makna uses AI to classify each mention as positive, negative, or neutral. The AI considers the full context of the post or comment, not just individual words. Each classification includes a confidence score so you can gauge reliability.
What is the difference between positive, negative, and neutral sentiment?
Positive mentions express satisfaction, praise, or recommendation. Negative mentions express dissatisfaction, complaints, or criticism. Neutral mentions discuss your brand factually without strong opinion — questions, comparisons, and informational posts typically fall here.
What are issue categories and how are they assigned?
Makna classifies each mention into one of 12 issue categories: Product Quality, Shipping/Delivery, Customer Service, Pricing, Website/App, Returns/Refunds, Praise, Question, Comparison, Advertising, News/Media, and Other. Categories are assigned automatically by AI, and each classification includes a confidence score.
Can I see which subreddits mention my brand the most?
Yes. The analytics dashboard shows your top subreddits ranked by mention count, with sentiment breakdowns per community. Each subreddit also gets a recommendation badge: engage (positive community), monitor (mixed), or investigate (needs attention).
What is the ROI of Reddit monitoring for my brand?
The ROI depends on your brand’s Reddit exposure. One viral negative thread can cost thousands in brand damage. Makna helps you catch issues early, identify product feedback worth acting on, and understand where your brand stands in community conversations — all for less than the cost of a single customer service call.
How does Reddit affect AI-generated search results (ChatGPT, Perplexity, Google AI Overviews)?
Reddit is the #1 most-cited source in AI-generated answers. Perplexity cites Reddit in 47% of responses, and Reddit appears in 21% of Google AI Overviews. When AI tools recommend products or answer questions, they heavily draw from Reddit discussions. What people say about your brand on Reddit directly shapes what AI says about your brand.
Do Reddit mentions influence what AI recommends to users?
Yes. Research shows that AI recommendation engines heavily weight Reddit discussions. When someone asks ChatGPT “what’s the best [product]?”, the answer often reflects Reddit consensus. Brands with positive, frequent Reddit mentions are more likely to be recommended by AI tools.
How can I optimize my Reddit presence for AI search engines?
Focus on genuine community engagement: respond helpfully to questions, address complaints transparently, and build relationships with advocates. AI models reward authentic, positive discussions over marketing speak. Makna helps you identify which conversations and communities to prioritize.

Know what your brand really means to people

The perception gap between your brand story and Reddit's version compounds into AI answers and Google results. Start closing it today.

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    Reddit Brand Perception — Understand How People See Your Brand | Makna.app