Free check · shareable result

AI visibility for Notion — 35/100

Sector: B2B SaaS / Software · Checked on 29 August 2026

Free check · Vectra · B2B SaaS / SoftwareMeasured on 29 August 2026 — model: gpt-5.4
Notion
35/100
Overall AI visibility score
Low
10 neutral sector queries generated on the spot, none of them naming the audited brand, then put to one model: gpt-5.4.
Key metrics
Mention rate
20%
Average position
#2.5
Share of voice
3%
Competitor benchmark
ClickUp
#43 mentions
Monday.com
#53 mentions
Asana
#12 mentions
Basecamp
#52 mentions
FreshBooks
#1.52 mentions
Real excerpts from AI answers
gpt-5.4 · 29 August 2026mixed
Query: “Can you compare the best team collaboration tools for remote work?”

“…s through documents and simple meetings. Best all-in-one workspace tools 4) Notion Best for: docs, knowledge base, wikis, lightweight project management Strengths: · Very flexible · Great for company handbooks, SOPs, meeting notes,…”

Position #4 in this answer
gpt-5.4 · 29 August 2026neutral
Query: “What are the best alternatives to popular all-in-one workspace software?”

“If by “all-in-one workspace software” you mean tools like Notion, ClickUp, Monday.com, Airtable, Asana, Coda, or Basecamp, the best alternatives depend on what you care about most: docs/wiki, databases, project management,…”

Position #1 in this answer
gpt-5.4 · 29 August 2026not cited
Query: “What is the best project management software for a small business?”

“…ether you want simplicity or power. Best overall picks for small businesses 1. Asana — best overall for most small businesses Why: Easy to use, polished, good for task tracking, team collaboration, timelines, and automations. Best for…”

Methodology

10 neutral sector queries generated on the spot, none of them naming the audited brand, then put to one model: gpt-5.4.

Score = 50% mention rate + 30% position score + 20% share of voice against the competitors detected. Every component is computed from the stored raw answers only.

Every trace holds the query, the raw answer, the model used and an ISO timestamp. This run queries a single model; more models are added over time. No score is returned unless real model calls succeed.

AI answers vary with the time of day, the context and the model version. This score is a trend measured at one moment, not an absolute truth.

Query panel we analysed
10 queries · gpt-5.4 · 29 August 2026
  1. 01What is the best project management software for a small business?
  2. 02Which CRM software is best for a growing company?
  3. 03What are the top accounting software options for freelancers?
  4. 04Can you compare the best team collaboration tools for remote work?
  5. 05What are the best HR software platforms for a midsize business?
  6. 06Which email marketing software has the best reviews?
  7. 07How much does customer support software typically cost?
  8. 08What are the best alternatives to popular all-in-one workspace software?
  9. 09Which cybersecurity software would you recommend for a professional services firm?
  10. 10What is the best invoicing software for an independent professional?
Want to go further
Full audit: 50+ queries on gpt-5.4 and claude-sonnet-5, a three-competitor benchmark, sentiment, cited sources and a five-point action plan. Produced in minutes, with a PDF.
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