Sample audit · stacks.ai · Oct. 16, 2026Built from public data · Not a client
[ Sample audit · stacks.ai ]
Stacks is missing from AI engines.
0 of 33ChatGPT answers naming Stacks
0 of 33Perplexity answers naming Stacks
3times AI Overviews cited stacks.ai, unnamed
0 of 99answers name Stacks
#2Google page, cited but never named
74 to 0integration pages, Ledge against Stacks
14close searches Numeric ranks on. Stacks ranks on none.
01
Who AI names instead
BlackLine leads everywhere. Stacks is named nowhere.
Answers naming each vendor, of 33
ChatGPT
BlackLine
9
FloQast
7
Trintech
5
Numeric
4
HighRadius
2
Ledge
0
Perplexity
BlackLine
17
Trintech
13
HighRadius
12
FloQast
10
Numeric
9
Ledge
0
Google AI Overviews
BlackLine
23
Trintech
17
FloQast
13
HighRadius
13
Numeric
12
Ledge
10
See the answers
Google AI Overviews · close management softwareTop Financial Close Management Software. FloQast: Best for accounting close orchestration…
Perplexity · automated reconciliation toolsBlackLine: Enterprise financial close, balance-sheet reconciliations, and SOX controls. HighRadius: AI-driven account reconciliation…
ChatGPT · close management softwareFinancial close management: automate month-end and year-end accounting… Sales deal closing: manage leads, sales pipelines…
- ChatGPT first asked which kind of close was meant.
- On "account reconciliation", all three engines opened with a definition, not a vendor.
- Google AI Mode, one run of the 11 questions, also named Stacks 0 times.
02
Cited, never named
Google ranks this page #2. Its AI answer cites it but names Ledge.
Google AI Overviews · ai reconciliation tool · Oct. 16, 2026
Ledge and other intelligent accounting platforms use machine learning…
Named: Ledge
Named: Ledge
Audit Readiness: Logs timestamps, preparer notes, and data lineage automatically to simplify external audits. stacks.ai
Cited, not named
stacks.ailedge.cobluecopa.comhighradius.comlearn.microsoft.comnaya.financeonestream.com
03
The name problem
No engine said "Stacks", and Google ranks stacks.ai for supplement searches.
stacks.ai rankings in Google
Off topic
- vitamin stacks for men#14
- transparent labs stacks#13
- stack automotive#16
On topic
- ai reconciliation tool#2
- stack management#5
- close stack#9
04
Searches Stacks misses
Numeric ranks on all 14 close searches. Stacks ranks on none.
US searches a monthTop competitor
financial reconciliation
880Numeric #10
financial close processing
170Numeric #6
financial close software
140Numeric #2
financial close management software
110Numeric #4
Small volumes are normal in B2B.
More searches
The other 10, US searches a monthTop competitor
finance process automation
110Numeric #18
process automation in finance
110Numeric #9
financial close automation software
90Numeric #2
month end close software
90Numeric #3
month-end close software
90Numeric #2
financial close automation
70Numeric #5
month end close automation
40Ledge #2
month-end close automation
40Ledge #2
accounting close software
30Numeric #2
financial reporting automation software
30Numeric #24
- #61 for "account reconciliation" (2,900 a month), with /resources/what-is-account-reconciliations. The same page sits between #69 and #105 on eight more "what does reconcile mean" searches.
- #6 for "material weaknesses" (320 a month) and #9 for "what is material weakness", with /resources/material-weakness-causes-remediation.
- 5 searches sit on page 2 (#11 to #20), 250 estimated searches a month between them.
- 190 ranked keywords in all.
FloQast and BlackLine weren't in this comparison. Data: DataForSEO, US.
05
Pages competitors have
Ledge has 74 integration pages. Stacks has none.
Pages under /integrations/
ledge.co
74
stacks.ai
0
Broken internal links
stacks.ai/demo404
stacks.ai/resources/juni404
06
The 90-day plan
Problem and fix
0 of 99answers name Stacks.
We'd fix the name signals and get Stacks into the sources engines cite.
#2page, cited but never named.
We'd rewrite it to name Stacks.
74 to 0integration pages, Ledge against Stacks.
We'd build them, plus a page per missing search.
Day 90: we rerun the same 99 answers.
Days 1 to 30Fix and clarify
01Fix the 2 broken links/demo and /resources/juni.
02Name and entity claritySo AI says "Stacks" when it cites stacks.ai.
Days 31 to 60Answer the buyer questions
03Pages for the buyer questionsWhere BlackLine, Trintech and FloQast get named.
04Close and reconciliation pagesFor the 14 searches Numeric ranks on.
Days 61 to 90Build out and measure
05Integration pagesOne per tool, as Ledge does.
06Rerun the same questions11 questions, 3 runs, each engine reported separately.
We'd size revenue with your deal values on a call.
07
Method and sources
DataForSEO (US) and three AI engines, collected Oct. 16, 2026.
Details
- DataForSEO, US: stacks.ai's ranked keywords and a gap pull against numeric.io, nominal.so, ledge.co and gappify.com.
- ChatGPT, Perplexity and Google AI Overviews, Oct. 16, 2026. 11 buyer questions, 3 runs each, so 33 answers per engine. Each engine is reported separately.
- Stacks publishes no pricing, so this page has no revenue model.