Use Cases — AI Visibility for Brand, Agency & Competitive Teams

Brand marketing

Competitive intel

Perception & narrative

Agency reporting

VP Marketing, Head of Growth, Brand Director

Brand marketing

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The challenge

Are we on the AI shortlist for the questions that matter? Your pipeline looks healthy — until it isn't. Buyers asked AI who to buy, and your brand never entered the conversation. ShareOfAsk shows Question Presence across models.

In the product

Question Presence heatmap per question. Multi-model filters. Visibility and SoV trends. Mentions snippets when you are included.

Competitive intel, Product marketing, Strategy

Competitive intelligence

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The challenge

Who does AI recommend instead of us — and on which questions? Share of voice in search isn't share of recommendations in chat. Competitor Replacement Risk tracks when configured competitors win the shortlist on neutral buyer questions.

In the product

CRR KPI with trend. Competitors table with share metrics. Per-question drill-down and model disagreement highlights. Configure competitors in-project for CRR.

Brand comms, Content lead, PR

Perception & narrative

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The challenge

How is AI describing us — recommended, compared, or dismissed? Mentions aren't vanity counts. They're evidence: snippets from real responses showing positioning, sentiment, and context — what buyers repeat when they trust the answer.

In the product

Mentions table with filters and snippet context. Sentiment and mention-type signals. Sources landscape shows domains cited alongside answers — not causal SEO proof.

Agency strategist, Consultant, Marketing ops

Agency reporting

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The challenge

How do we report AI visibility without a PDF factory? Stakeholders want proof, not screenshots in slide decks. ShareOfAsk share links deliver live Visibility, Mentions, and Sources sections.

In the product

Public share report with curated sections. Pro: password, expiry, and view log. Pro: Recommendations action plan. Need custom terms or white-label? Contact us.

Illustrative questions — not vertical products

Same scenarios, different categories

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B2B SaaS — "Best project management tools for remote teams." Watch Question Presence + CRR vs named rivals.

E-commerce — "Most reliable running shoes for marathon training." Watch Mentions sentiment + Sources landscape.

Hospitality — "Boutique hotels in Lisbon for business travel." Watch multi-model disagreement + visibility trend.

Professional services — "Top accounting firms for startups in the UK." Watch replacement risk + leadership share link. One product — configure your questions and competitors.

Entry — monitor one brand

Daily snapshots on core models with a lean question set — ongoing monitoring at lean scale.

Pro — client reports + action

Recommendations action plan plus secure sharing with password, expiry, and view log.

Pro — multi-brand portfolio

More projects and all available models. Organization workspaces are in development; full org billing and seat enforcement are not marketed as shipped.

Enterprise — custom rollout

Custom terms, org-wide rollout, or white-label needs. Contact us to discuss scope.

Workflow questions

No separate industry packages — configure questions for your market. Baseline share links; Pro adds password, expiry, and view log. Complements SEO — see why-not-seo. We show methodology and demo data, not fabricated uplift stories. Threshold alerting is not a shipped feature.

Four questions every GTM leader should answer about AI.