Free check · shareable result

AI visibility for Notion — 50/100

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

Free check · Vectra · B2B SaaS / SoftwareMeasured on 29 August 2026 — model: gpt-5.4
Notion
50/100
Overall AI visibility score
Average
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
60%
Average position
#4
Share of voice
6.5%
Competitor benchmark
HubSpot
#1.77 mentions
Asana
#3.56 mentions
ClickUp
#35 mentions
Monday.com
#45 mentions
Salesforce
#1.75 mentions
Real excerpts from AI answers
gpt-5.4 · 29 August 2026positive
Query: “What are the best B2B SaaS software tools for managing business operations?”

“…SOPs, process documentation, team knowledge, and operating manuals. Top picks: 1. Notion — best all-in-one workspace · Pros: docs, wikis, lightweight databases, flexible · Cons: can become disorganized without standards 2. Confluence…”

Position #1 in this answer
gpt-5.4 · 29 August 2026positive
Query: “Which B2B software platforms are easiest to use for a growing company?”

“…na 2. Monday.com 3. ClickUp 3. Internal docs / knowledge management 1. Notion Best for flexibility and general team usability. Why it’s easy: · combines docs, wikis, lightweight databases, and notes · attractive and intuitive for ma…”

Position #1 in this answer
gpt-5.4 · 29 August 2026positive
Query: “Top-rated B2B SaaS solutions with the best customer reviews”

“…hannel-based collaboration · Tradeoff: Can become noisy without strong governance 8) Notion · Best for: Documentation, internal wikis, team knowledge · Why loved by users: Flexible, modern UI, combines docs/databases/projects · Tradeoff: Structure can…”

Position #8 in this answer
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 are the best B2B SaaS software tools for managing business operations?
  2. 02Which B2B software platforms are easiest to use for a growing company?
  3. 03Top-rated B2B SaaS solutions with the best customer reviews
  4. 04How do the leading B2B SaaS tools compare for features and support?
  5. 05What is the pricing of popular B2B software platforms for teams?
  6. 06What are good alternatives to common B2B SaaS tools for project and workflow management?
  7. 07Which B2B software would you recommend for a small business?
  8. 08What is the best B2B SaaS platform for a freelancer managing clients and tasks?
  9. 09Which B2B software is best for a professional who needs collaboration and documentation tools?
  10. 10What B2B SaaS tools should I choose if I want an all-in-one business software platform?
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.
Full audit — €39