What the AIs say
— best · 1 of 4 agree“Only perplexity has placed Joist so far this snapshot — average rank #22.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank Joist's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only perplexity has placed Joist so far this snapshot — average rank #22.0 across 1 mention.
perplexity
#22.0
avg over 1 mention · best #22
Wins & misses?
Where it leads, where it lags.
Joist doesn't crack the top-10 in any tracked intent this snapshot. Lowest finish: #22 in Best Invoicing Software.
Top wins
Joist hasn’t cracked any top-10 list this snapshot.
Where it lags
Rank trajectory?
Weeks of movement.
Across 2 weeks of tracking: 0 intents steady, 0 climbed, 1 slipped. Biggest move: slipped 8 ranks in Best Invoicing Software (now #22).
Act three · ★ new
Do they agree?
Put the two verdicts side by side — every product with its AI rank and its reviewer score — and see where the machines and the buyers line up, and where they don't.
Traits?
The words the panel uses.
AI most often praises Joist for being "contractors and trades" (1 mention) and "estimates-to-invoices" (1).
- contractors and trades1
- estimates-to-invoices1
- on-site approvals[3]1
Rivals?
Who it competes against.
Joist's closest rival is NotionBooks — and Joist comes out ahead in 1 of 1 of the questions they both answer (100%).
- NotionBooks
SaaS
Joist leads 1–0
Across 1 shared question
- Holded
SaaS
Joist leads 1–0
Across 1 shared question
- Payoneer
SaaS
Joist leads 1–0
Across 1 shared question
- Akaunting
SaaS
Joist leads 1–0
Across 1 shared question
- Bookipi
SaaS
Joist leads 1–0
Across 1 shared question
- Teamleader
SaaS
Joist leads 1–0
Across 1 shared question
- Invoice-Way
SaaS
Joist leads 1–0
Across 1 shared question
The recap
Where it stands today.
- FootprintAppears in 1 buying intent.
- TraitsMost often associated with “contractors and trades” (1 mentions) and “estimates-to-invoices” (1).
- Top productJoist Pro is the most-mentioned Joist product this snapshot.
- Closest rivalNotionBooks (1–0 across 1 shared intent).