MOPTIA
ProductVisibility, context and opportunities

Understand your AI visibility. Find questions and sources worth your attention.

Compare your brand with competitors and investigate the answers and sources behind the results. Keep the same filters as you explore the details.

Competitive analysis

See who appears for each question. Compare your brand in its competitive context.

Prompt Brand share Leader 30d AI platforms
best analytics platform for midsize retailers 42% You lead · +14 pts
which reporting tool integrates with our store 18% Kestrel · +12 pts
how to track customer churn without a data team 8% Kestrel · +17 pts
dashboard software for finance teams Absent Kestrel · +8 pts

See each brand's share, who leads and how visibility changes over the period. Check which AI platforms have available data when interpreting the comparison.

Explore the platform

Explore each part of your AI visibility.

Overview · Insights · Performance · Rankings · Answers · Fan-out queries

Visibility

See how often your brand appears, its share of mentions and its position relative to competitors. Open answers and fan-out queries to understand the context.

Share of Voice 42.1% +8.4
Visibility 68.0% +3.1
Avg. position 2.1 −0.4
Answers 1,240 vs. previous 30 days
Share of Voice over time daily share in the project's time zone
Share of Voice over the last 30 days0%50%100%18152230
  • Meridian · your brand
  • Kestrel
  • Alcove
  • Bramble
  • Vantis
  • Others
Domains · URLs · Flow · Changes · Gaps

Sources

Identify sites and pages retrieved or cited in answers. Find sources where competitors appear and your brand has an opportunity to gain presence.

Sources → brands brands mentioned in answers citing each source
Sources → brandsreviewgrid.com → Meridianreviewgrid.com → Kestrelreviewgrid.com → Alcovereviewgrid.com → Bramblereviewgrid.com → Vantisstackcompare.io → Meridianstackcompare.io → Kestrelstackcompare.io → Alcovestackcompare.io → Bramblestackcompare.io → Vantisbenchmarks.dev → Kestrelbenchmarks.dev → Alcovebenchmarks.dev → Bramblebenchmarks.dev → Vantisthemetricpost.com → Meridianthemetricpost.com → Kestrelthemetricpost.com → Alcovethemetricpost.com → Bramblethemetricpost.com → Vantisretailweekly.co → Meridianretailweekly.co → Kestrelretailweekly.co → Alcoveretailweekly.co → Brambleretailweekly.co → Vantisdevforum.net → Meridiandevforum.net → Kestreldevforum.net → Alcovedevforum.net → Brambledevforum.net → Vantisops-handbook.org → Meridianops-handbook.org → Kestrelops-handbook.org → Alcoveops-handbook.org → Brambleops-handbook.org → Vantissaasindex.co → Meridiansaasindex.co → Kestrelsaasindex.co → Alcovesaasindex.co → Bramblereviewgrid.comstackcompare.iobenchmarks.devthemetricpost.comretailweekly.codevforum.netops-handbook.orgsaasindex.coMeridianKestrelAlcoveBrambleVantisCited domainBrand named
Topics · Tags · Versions

Prompts

Organize tracked questions by topic and intent. Use tags to compare groups and keep a version history when a prompt's text changes.

Prompt × brand each brand's share of mentions by prompt
PromptMeridianKestrelAlcoveBrambleVantis
best analytics platform for midsize retailers42%28%14%10%6%
which reporting tool integrates with our store18%34%22%16%10%
most affordable BI tool for a team of twenty31%19%27%13%10%
how to track customer churn without a data team8%41%24%17%10%
alternatives to spreadsheets for weekly reporting47%21%12%14%6%
dashboard software for finance teamsAbsent36%28%21%15%
Themes · Verbatims

Brand perception

Understand which themes AI platforms associate with your brand. Check each theme's frequency and the answer passages showing how your brand is described.

Overview · Products

Shopping

Track which catalog products appear in answers with purchase intent. See the attributes mentioned and each product's position relative to alternatives.

Sources · Crawler visits · Site access · Google Analytics

Agent analytics

Connect your logs to track verified AI crawler visits. Review access allowed by robots.txt and referral traffic data available through integrations.

Explore the platform with your brand's data. Enter your website to start monitoring.