Discussion Non-Branded Category Queries

How do you get cited for non-branded queries? AI mentions us for brand searches but not category queries

NO
NonBrandedChallenge_Mike · Growth Marketing Manager
· · 89 upvotes · 10 comments
NM
NonBrandedChallenge_Mike
Growth Marketing Manager · January 8, 2026

We have a visibility gap:

When someone asks AI about us specifically:

  • “Tell me about [Our Brand]” - We get cited correctly
  • “[Our Brand] vs [Competitor]” - We get cited

When someone asks about the category:

  • “What’s the best project management tool?” - Competitors cited, not us
  • “Top tools for remote teams” - We’re not in the list
  • “How to choose [our category]” - Others mentioned, not us

We have brand visibility but not category visibility.

Questions:

  1. Why is non-branded visibility different?
  2. What do we need to do to get cited for category queries?
  3. Is this about content, authority, or something else?
  4. How long does it take to break into category citations?

Non-branded is where the volume is. We need to be there.

10 comments

10 Comments

CS
CategoryAuthority_Sarah Expert AI Visibility Consultant · January 8, 2026

This is the classic branded vs non-branded gap. Here’s what’s happening:

Why they’re different:

Branded queries:

  • AI is looking for information about YOU
  • Your website is obviously relevant
  • Entity recognition is key

Non-branded queries:

  • AI is looking for the BEST solutions
  • Your website is one option among many
  • Category authority is key

The gap analysis:

For AI to cite you for “best project management tool”:

  1. AI must know you’re in this category
  2. AI must consider you among the best
  3. Third parties must validate this

What competitors probably have that you don’t:

SignalYouCompetitors
Category comparison content?Yes
Third-party “best of” inclusionLessMore
Review site presenceLessMore
Community recommendationsLessMore
Wikipedia category mention?Yes

The fix: Build category authority, not just brand presence.

TD
ThirdPartyKey_Dan · January 8, 2026
Replying to CategoryAuthority_Sarah

Third-party validation is the biggest lever for non-branded.

AI’s perspective:

When answering “best project management tool,” AI asks:

  • “Who does the broader web consider best?”
  • “What do review sites recommend?”
  • “What do communities discuss positively?”

Your website saying “we’re the best” doesn’t count.

Third parties saying “they’re among the best” does.

Priority actions:

  1. Get on review sites - G2, Capterra, TrustRadius

    • Strong ratings and review volume
    • Category placement
  2. Get in “best of” articles

    • Identify top-ranking category articles
    • Outreach to be included
  3. Community mentions

    • Reddit recommendations
    • Forum discussions
    • Quora answers
  4. Category content that gets cited

    • Create the definitive “best of” guide
    • Others cite YOUR comparison

Build the external evidence that you belong in the category.

CE
ContentStrategy_Emma Content Marketing Director · January 8, 2026

Content strategy for non-branded visibility:

1. Category pillar content

Create THE definitive guide for your category:

  • “The Complete Guide to Project Management Tools”
  • Comprehensive, objective, includes competitors
  • Becomes what others cite

2. Comparison content

  • “[Your product] vs [Top competitor 1]”
  • “[Your product] vs [Top competitor 2]”
  • “Project Management Tool Comparison [Current Year]”

Include yourself as one option among many (honestly).

3. Use case content

  • “Best project management for remote teams”
  • “Best project management for agencies”
  • “Best project management for startups”

Target specific use cases where you excel.

4. “Best of” content

Create your own “best project management tools” list:

  • Include yourself appropriately (not #1 for everything)
  • Be genuinely helpful
  • This becomes citable for category queries

The paradox:

To get cited for non-branded queries, create content that isn’t just about you.

NM
NonBrandedChallenge_Mike OP Growth Marketing Manager · January 8, 2026

The third-party angle makes sense. We’ve focused on our own content but haven’t invested much in external presence.

Question: For review sites and “best of” articles - is it about quantity of mentions or quality of specific placements?

QT
QualityOverQuantity_Tom Expert · January 7, 2026

Quality of placements matters more for AI:

Why:

AI isn’t just counting mentions. It’s evaluating:

  • Authority of the source
  • Context of the mention
  • Consistency of recommendation

High-value placements:

Placement TypeAI ImpactWhy
Top “best of” article (high-ranking)Very highFrequently cited by AI
Major review site (G2, Capterra)HighAI trusts these sources
Industry publication featureHighAuthority signal
Wikipedia category mentionHighTraining data source
Minor blog mentionLowLess authority
Paid placementLowOften discounted

Priority order:

  1. Get on top 3 ranking “best of” articles for your category
  2. Build strong G2/Capterra presence
  3. Earn industry publication mentions
  4. Expand from there

10 quality placements beat 100 minor mentions.

TR
TimelineRealistic_Rachel · January 7, 2026

Timeline expectations for non-branded visibility:

Month 1-2: Foundation

  • Create category comparison content
  • Submit/update review site profiles
  • Identify target “best of” articles

Month 2-4: Build

  • Outreach to “best of” articles for inclusion
  • Generate reviews on key platforms
  • Publish use case content

Month 4-6: First results

  • Some “best of” inclusions
  • Improving review presence
  • First non-branded citations appearing

Month 6-12: Growth

  • Consistent category visibility
  • Multiple third-party mentions
  • Non-branded citations growing

Key insight:

Non-branded visibility takes longer than branded because it requires building external validation, not just on-site optimization.

Plan for 6+ months to see meaningful non-branded AI visibility.

NM
NonBrandedChallenge_Mike OP Growth Marketing Manager · January 7, 2026

6+ months is realistic but longer than I’d hoped. Let me build out the plan:

Immediate (Month 1):

  1. Create comprehensive category guide (honest, includes competitors)
  2. Create comparison content (vs top 3 competitors)
  3. Audit and update G2/Capterra profiles

Short-term (Month 2-3):

  1. Identify top 10 “best of” articles for our category
  2. Outreach for inclusion in those articles
  3. Generate customer reviews on key platforms
  4. Publish use case content for top 3 use cases

Medium-term (Month 4-6):

  1. Continue review generation
  2. Create more use case content
  3. Build community presence (Reddit, industry forums)
  4. Track and adjust based on results

Measurement:

  • Track non-branded query citations separately from branded
  • Monitor which third-party placements have impact
  • Compare our category visibility vs top competitors

Does this prioritization make sense?

PC
PlanValidation_Chris · January 7, 2026

Plan looks solid. A few additions:

Don’t forget:

  1. Existing content audit

    • Do you have any content that could rank for category queries?
    • Optimize existing content, not just new
  2. “Best of” article creation

    • Create YOUR OWN “best [category] tools” article
    • If it ranks, AI cites it
    • Include yourself honestly (not always #1)
  3. Press/media angle

    • Industry publications matter
    • Expert commentary opportunities
    • Thought leadership that gets picked up
  4. Customer advocacy

    • Customers recommending you in communities
    • Case studies that get shared
    • Natural word-of-mouth signals

The plan is right. These additions can accelerate results.

CL
CompetitorAnalysis_Lisa · January 6, 2026

Competitive analysis for non-branded:

Do this exercise:

Ask AI: “What are the best [your category] tools?”

For each competitor mentioned:

  1. Why are they there? (What evidence exists?)
  2. Where are they mentioned externally?
  3. What content do they have for category queries?
  4. What review presence do they have?

Build a gap analysis:

SignalCompetitor ACompetitor BYouGap
G2 reviews500400100High
“Best of” inclusions862High
Category guides320High
Reddit mentions503010Medium

This tells you exactly where to focus.

Reverse-engineer what competitors have. Build those signals.

FD
FinalAdvice_Dan · January 6, 2026

Final perspective:

Branded visibility = AI knows you exist Non-branded visibility = AI considers you a category leader

Both matter. You need branded as foundation (entity recognition) and non-branded for volume (category traffic).

The journey:

  1. Start with branded (easier)
  2. Build category content
  3. Earn third-party validation
  4. Grow non-branded visibility

Most brands are where you are - good branded, weak non-branded. The ones that crack non-branded win the volume.

This is the next level of AI optimization. Worth the investment.

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Frequently Asked Questions

Why are non-branded queries harder to win in AI?
Non-branded queries are more competitive because AI considers all solutions equally rather than responding to a specific brand inquiry. You’re competing for category authority, not just brand recognition. AI needs to be convinced you’re among the best options for the category.
What types of content help win non-branded AI citations?
Comparison and ‘best of’ content, use case guides, category-level expertise content, third-party reviews and mentions, and content that establishes you as a category leader rather than just promoting your brand.
How do you build category authority for AI visibility?
Build category authority by creating comprehensive guides about the category, producing original research about the industry, getting mentioned in third-party category content, participating in industry discussions, and earning reviews on category-specific platforms.
What's the relationship between branded and non-branded AI visibility?
Branded visibility indicates AI knows you exist. Non-branded visibility indicates AI considers you a category leader. Build both - branded visibility comes from entity recognition, non-branded comes from category authority and third-party validation.

Track Non-Branded Query Performance

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