Finance Software Pairs Clear Best Winners With Four-Way Intent Splits
The current Finance report finds decisive Best reference points, but every category changes leader when the buying question changes.

Finance covers ten categories in the current edition. Finance has the week's clearest examples of a decisive Best result sitting beside a fragmented buyer-intent map. That is not a contradiction. It is evidence that recommendation authority changes when control, implementation, price, or newer-market relevance becomes the question.
Across the hub, 135 products rank in Best, while the ten category mastheads total 1,193 Sources and 3,246 Mentions. 4 Best leaders changed week over week, and 3 categories return four distinct leaders across the four direct questions.
How to Read This Report
Each table shows the current Best Top 3. The paragraphs below it keep Most Affordable, Easiest to Set Up, and Rising separate. AIQ is category-relative, so compare products inside the same category and question, not raw scores across unrelated markets. Sources count distinct cited pages; Mentions count verified product-page occurrences across the current category evidence.
Accounting
Open the complete Accounting Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 85 | 1 | 1 | — | 1 | 41 | 56 | |
| 2 | 58 | 2 | 2 | 1 | 2 | 5 | 9 | |
| 3 | 34 | 3 | 4 | 2 | 3 | 44 | 59 |
In Accounting,
QuickBooks Online leads at Best AIQ 85. Its assistant positions are ChatGPT #1, Gemini #1, and Perplexity #1. It has no category rank from Claude in this ranking. Its current category evidence records 41 Sources and 56 Mentions. Xero is second at Best AIQ 58. Its assistant positions are ChatGPT #2, Gemini #2, Claude #1, and Perplexity #2. Its current category evidence records 5 Sources and 9 Mentions.
FreshBooks is third at Best AIQ 34. Its assistant positions are ChatGPT #3, Gemini #4, Claude #2, and Perplexity #3. Its current category evidence records 44 Sources and 59 Mentions.
The category contains 14 Best-ranked products, 148 Sources and 326 Mentions across all four completed direct questions.
QuickBooks Online holds #1. The 51-point leader-to-third spread gives the podium a pronounced front edge. The leader appears in 3 of 4 assistant lists. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by
Wave at Most Affordable AIQ 85. Its assistant positions are ChatGPT #1, Gemini #1, and Perplexity #1. It has no category rank from Claude in this ranking. Its current category evidence records 6 Sources and 9 Mentions.
Wave holds #1. Best is led by
QuickBooks Online, so this is a different category-relative answer.
Easiest to Set Up is led by FreshBooks at Easiest to Set Up AIQ 62. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, and Perplexity #3. Its current category evidence records 44 Sources and 59 Mentions.
FreshBooks moves up 1 place to #1. Best is led by
QuickBooks Online, so this is a different category-relative answer.
Rising is led by
Rillet at Rising AIQ 70. Its assistant positions are ChatGPT #1 and Claude #1. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 2 Sources and 2 Mentions.
Rillet holds #1. Best is led by
QuickBooks Online, so this is a different category-relative answer.
This is a four-answer market: Best favors
QuickBooks Online, price
Wave, setup FreshBooks, and momentum
Rillet. A combined winner would erase the most practical information in the result.
Subscription Billing
Open the complete Subscription Billing Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 71 | 1 | 3 | 2 | — | 22 | 33 | |
| 2 | 61 | 3 | 1 | 1 | 2 | 31 | 46 | |
| 3 | 49 | 2 | 2 | 4 | 1 | 29 | 39 |
In Subscription Billing, Zuora leads at Best AIQ 71. Its assistant positions are ChatGPT #1, Gemini #3, and Claude #2. It has no category rank from Perplexity in this ranking. Its current category evidence records 22 Sources and 33 Mentions.
Chargebee is second at Best AIQ 61. Its assistant positions are ChatGPT #3, Gemini #1, Claude #1, and Perplexity #2. Its current category evidence records 31 Sources and 46 Mentions.
Stripe Billing is third at Best AIQ 49. Its assistant positions are ChatGPT #2, Gemini #2, Claude #4, and Perplexity #1. Its current category evidence records 29 Sources and 39 Mentions.
The category contains 16 Best-ranked products, 109 Sources and 360 Mentions across all four completed direct questions. The assistant columns complicate the headline in a useful way. Zuora reaches first with coverage from 3 of 4 assistants, while
Chargebee and
Stripe Billing show how quickly the ordering changes below it. The full spread is 22 points. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Stripe Billing at Most Affordable AIQ 81. Its assistant positions are ChatGPT #1, Gemini #3, Claude #1, and Perplexity #2. Its current category evidence records 29 Sources and 39 Mentions.
Stripe Billing moves up 6 places to #1. Best is led by
Zuora, so this is a different category-relative answer.
Easiest to Set Up is led by Stripe Billing at Easiest to Set Up AIQ 88. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, and Perplexity #1. Its current category evidence records 29 Sources and 39 Mentions.
Stripe Billing holds #1. Best is led by
Zuora, so this is a different category-relative answer.
Rising is led by Orb at Rising AIQ 65. Its assistant positions are ChatGPT #1, Claude #2, and Perplexity #2. It has no category rank from Gemini in this ranking. Its current category evidence records 1 Source and 3 Mentions.
Orb holds #1. Best is led by
Zuora, so this is a different category-relative answer.
Value and setup meet at Stripe Billing, while Best points to
Zuora and Rising to
Orb. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.
Spend Management
Open the complete Spend Management Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 1 | 3 | |
| 2 | 48 | 2 | 2 | 2 | 6 | 3 | 5 | |
| 3 | 20 | 5 | 6 | 7 | 2 | 12 | 15 |
In Spend Management, Ramp leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 1 Source and 3 Mentions.
Brex is second at Best AIQ 48. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #6. Its current category evidence records 3 Sources and 5 Mentions. Spendesk is third at Best AIQ 20. Its assistant positions are ChatGPT #5, Gemini #6, Claude #7, and Perplexity #2. Its current category evidence records 12 Sources and 15 Mentions.
The category contains 18 Best-ranked products, 103 Sources and 237 Mentions across all four completed direct questions. Evidence volume and rank remain separate readings here. Spendesk has the largest Sources footprint in the displayed Top 3, while
Ramp owns the Best lead.
Ramp moves up 1 place to #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Ramp at Most Affordable AIQ 98. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #2. Its current category evidence records 1 Source and 3 Mentions.
Ramp holds #1. It also leads Best, although the two rankings answer separate questions.
Easiest to Set Up is led by Payhawk at Easiest to Set Up AIQ 61. Its assistant positions are ChatGPT #1, Gemini #5, and Perplexity #10. It has no category rank from Claude in this ranking. Its current category evidence records 8 Sources and 12 Mentions.
Payhawk moves up 2 places to #1. Best is led by
Ramp, so this is a different category-relative answer.
Rising is led by
Zip at Rising AIQ 71. Its assistant positions are ChatGPT #1, Claude #1, and Perplexity #8. It has no category rank from Gemini in this ranking. Its current category evidence records 1 Source and 2 Mentions.
Zip moves up 11 places to #1. Best is led by Ramp, so this is a different category-relative answer.
Ramp carries its Best lead into Most Affordable, but implementation moves to
Payhawk and Rising to
Zip. The overlap is meaningful without making the four rankings interchangeable.
AP Automation
Open the complete AP Automation Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 89 | 1 | 1 | 2 | 3 | 25 | 34 | |
| 2 | 58 | 2 | 2 | 1 | 2 | 24 | 31 | |
| 3 | 33 | 3 | 3 | 3 | 4 | 21 | 32 |
In AP Automation, Tipalti leads at Best AIQ 89. Its assistant positions are ChatGPT #1, Gemini #1, Claude #2, and Perplexity #3. Its current category evidence records 25 Sources and 34 Mentions.
BILL is second at Best AIQ 58. Its assistant positions are ChatGPT #2, Gemini #2, Claude #1, and Perplexity #2. Its current category evidence records 24 Sources and 31 Mentions.
Stampli is third at Best AIQ 33. Its assistant positions are ChatGPT #3, Gemini #3, Claude #3, and Perplexity #4. Its current category evidence records 21 Sources and 32 Mentions.
The category contains 16 Best-ranked products, 122 Sources and 353 Mentions across all four completed direct questions. This is a front-loaded shortlist. First and third are 56 AIQ points apart, and the leader appears across 4 of 4 assistant lists. Tipalti holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by
Melio at Most Affordable AIQ 72. Its assistant positions are ChatGPT #1, Claude #1, and Perplexity #3. It has no category rank from Gemini in this ranking. Its current category evidence records 13 Sources and 19 Mentions.
Melio holds #1. Best is led by Tipalti, so this is a different category-relative answer.
Easiest to Set Up is led by Ramp Bill Pay at Easiest to Set Up AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 10 Sources and 14 Mentions.
Ramp Bill Pay moves up 4 places to #1. Best is led by
Tipalti, so this is a different category-relative answer.
Rising is led by Vic.ai at Rising AIQ 68. Its assistant positions are ChatGPT #2, Gemini #1, and Claude #1. It has no category rank from Perplexity in this ranking. Its current category evidence records 2 Sources and 4 Mentions.
Vic.ai holds #1. Best is led by
Tipalti, so this is a different category-relative answer.
This is a four-answer market: Best favors Tipalti, price
Melio, setup Ramp Bill Pay, and momentum
Vic.ai. A combined winner would erase the most practical information in the result.
Travel & Expense
Open the complete Travel & Expense Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 17 | 25 | |
| 2 | 50 | 2 | 2 | 2 | 2 | 16 | 22 | |
| 3 | 27 | 4 | 3 | 3 | — | 1 | 4 |
In Travel & Expense, SAP Concur leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 17 Sources and 25 Mentions.
Navan is second at Best AIQ 50. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #2. Its current category evidence records 16 Sources and 22 Mentions.
Ramp is third at Best AIQ 27. Its assistant positions are ChatGPT #4, Gemini #3, and Claude #3. It has no category rank from Perplexity in this ranking. Its current category evidence records 1 Source and 4 Mentions.
The category contains 20 Best-ranked products, 95 Sources and 216 Mentions across all four completed direct questions. The useful signal is not only first place. Navan and
Ramp preserve distinct assistant patterns beneath
SAP Concur, leaving a 73-point span across the displayed podium.
SAP Concur holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Ramp at Most Affordable AIQ 81. Its assistant positions are ChatGPT #1, Gemini #1, and Perplexity #5. It has no category rank from Claude in this ranking. Its current category evidence records 1 Source and 4 Mentions.
Ramp holds #1. Best is led by
SAP Concur, so this is a different category-relative answer.
Easiest to Set Up is led by Expensify at Easiest to Set Up AIQ 85. Its assistant positions are ChatGPT #1, Gemini #1, and Perplexity #1. It has no category rank from Claude in this ranking. Its current category evidence records 22 Sources and 25 Mentions.
Expensify holds #1. Best is led by
SAP Concur, so this is a different category-relative answer.
Rising is led by
Mesh at Rising AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 1 Source and 4 Mentions.
Mesh is new to the ranking at #1. Best is led by SAP Concur, so this is a different category-relative answer.
Every direct question changes the name at the top. SAP Concur owns Best,
Ramp Most Affordable,
Expensify Easiest to Set Up, and
Mesh Rising. The category is clearer as a map of tradeoffs than as a single leaderboard.
FP&A
Open the complete FP&A Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 93 | 1 | 1 | 2 | 1 | 27 | 47 | |
| 2 | 55 | 2 | 2 | 1 | — | 22 | 34 | |
| 3 | 31 | 3 | 3 | 6 | 3 | 15 | 26 |
In FP&A,
Anaplan leads at Best AIQ 93. Its assistant positions are ChatGPT #1, Gemini #1, Claude #2, and Perplexity #1. Its current category evidence records 27 Sources and 47 Mentions. Workday Adaptive Planning is second at Best AIQ 55. Its assistant positions are ChatGPT #2, Gemini #2, and Claude #1. It has no category rank from Perplexity in this ranking. Its current category evidence records 22 Sources and 34 Mentions.
Pigment is third at Best AIQ 31. Its assistant positions are ChatGPT #3, Gemini #3, Claude #6, and Perplexity #3. Its current category evidence records 15 Sources and 26 Mentions.
The category contains 15 Best-ranked products, 144 Sources and 497 Mentions across all four completed direct questions.
Anaplan holds #1. The 62-point leader-to-third spread gives the podium a pronounced front edge. The leader appears in 4 of 4 assistant lists. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Grove FP at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 2 Sources and 3 Mentions.
Grove FP is new to the ranking at #1. Best is led by
Anaplan, so this is a different category-relative answer.
Easiest to Set Up is led by Grove FP at Easiest to Set Up AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 2 Sources and 3 Mentions.
Grove FP is new to the ranking at #1. Best is led by
Anaplan, so this is a different category-relative answer.
Rising is led by
Abacum at Rising AIQ 65. Its assistant positions are ChatGPT #1, Claude #3, and Perplexity #1. It has no category rank from Gemini in this ranking. Its current category evidence records 10 Sources and 14 Mentions.
Abacum moves up 2 places to #1. Best is led by
Anaplan, so this is a different category-relative answer.
Value and setup meet at Grove FP, while Best points to
Anaplan and Rising to
Abacum. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.
Sales Tax Compliance
Open the complete Sales Tax Compliance Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 27 | 58 | |
| 2 | 50 | 2 | 2 | 2 | 2 | 22 | 39 | |
| 3 | 28 | 3 | 6 | 3 | — | 17 | 24 |
In Sales Tax Compliance, Avalara leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 27 Sources and 58 Mentions.
Vertex is second at Best AIQ 50. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #2. Its current category evidence records 22 Sources and 39 Mentions.
Sovos is third at Best AIQ 28. Its assistant positions are ChatGPT #3, Gemini #6, and Claude #3. It has no category rank from Perplexity in this ranking. Its current category evidence records 17 Sources and 24 Mentions.
The category contains 13 Best-ranked products, 104 Sources and 384 Mentions across all four completed direct questions. The assistant columns complicate the headline in a useful way. Avalara reaches first with coverage from 4 of 4 assistants, while
Vertex and
Sovos show how quickly the ordering changes below it. The full spread is 72 points. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Shopify Tax at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 3 Sources and 3 Mentions.
Shopify Tax holds #1. Best is led by
Avalara, so this is a different category-relative answer.
Easiest to Set Up is led by Shopify Tax at Easiest to Set Up AIQ 70. Its assistant positions are ChatGPT #1 and Claude #1. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 3 Sources and 3 Mentions.
Shopify Tax moves up 3 places to #1. Best is led by
Avalara, so this is a different category-relative answer.
Rising is led by
Anrok at Rising AIQ 90. Its assistant positions are ChatGPT #1, Gemini #1, Claude #3, and Perplexity #1. Its current category evidence records 20 Sources and 38 Mentions.
Anrok holds #1. Best is led by Avalara, so this is a different category-relative answer.
Value and setup meet at Shopify Tax, while Best points to
Avalara and Rising to
Anrok. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.
Procurement
Open the complete Procurement Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 55 | 1 | — | — | — | 25 | 27 | |
| 2 | 39 | 2 | 4 | 3 | — | 15 | 19 | |
| 3 | 29 | 3 | 3 | 7 | — | 10 | 12 |
In Procurement, SAP Ariba leads at Best AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 25 Sources and 27 Mentions.
Ivalua is second at Best AIQ 39. Its assistant positions are ChatGPT #2, Gemini #4, and Claude #3. It has no category rank from Perplexity in this ranking. Its current category evidence records 15 Sources and 19 Mentions. GEP SMART is third at Best AIQ 29. Its assistant positions are ChatGPT #3, Gemini #3, and Claude #7. It has no category rank from Perplexity in this ranking. Its current category evidence records 10 Sources and 12 Mentions.
The category contains 21 Best-ranked products, 138 Sources and 363 Mentions across all four completed direct questions. Evidence volume and rank remain separate readings here. SAP Ariba has the largest Sources footprint in the displayed Top 3, while
SAP Ariba owns the Best lead.
SAP Ariba holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Odoo Purchase at Most Affordable AIQ 70. Its assistant positions are ChatGPT #1 and Claude #1. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 2 Sources and 3 Mentions.
Odoo Purchase holds #1. Best is led by
SAP Ariba, so this is a different category-relative answer.
Easiest to Set Up is led by
Zip at Easiest to Set Up AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 2 Sources and 3 Mentions.
Zip moves up 9 places to #1. Best is led by SAP Ariba, so this is a different category-relative answer.
Rising is led by
Zip at Rising AIQ 81. Its assistant positions are ChatGPT #1, Gemini #4, Claude #1, and Perplexity #1. Its current category evidence records 2 Sources and 3 Mentions.
Zip holds #1. Best is led by SAP Ariba, so this is a different category-relative answer.
The constraint map partially overlaps but does not collapse: Best is SAP Ariba, Most Affordable
Odoo Purchase, Easiest to Set Up
Zip, and Rising
Zip. Reading the prompts separately preserves the distinction.
Financial Close
Open the complete Financial Close Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 86 | 1 | 1 | 3 | 4 | 15 | 17 | |
| 2 | 55 | 2 | 2 | 1 | — | 22 | 28 | |
| 3 | 39 | 3 | 3 | 2 | 1 | 18 | 20 |
In Financial Close, OneStream leads at Best AIQ 86. Its assistant positions are ChatGPT #1, Gemini #1, Claude #3, and Perplexity #4. Its current category evidence records 15 Sources and 17 Mentions.
FloQast is second at Best AIQ 55. Its assistant positions are ChatGPT #2, Gemini #2, and Claude #1. It has no category rank from Perplexity in this ranking. Its current category evidence records 22 Sources and 28 Mentions.
Trintech is third at Best AIQ 39. Its assistant positions are ChatGPT #3, Gemini #3, Claude #2, and Perplexity #1. Its current category evidence records 18 Sources and 20 Mentions.
The category contains 15 Best-ranked products, 85 Sources and 210 Mentions across all four completed direct questions. This is a front-loaded shortlist. First and third are 47 AIQ points apart, and the leader appears across 4 of 4 assistant lists. OneStream moves up 1 place to #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Joiin at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 1 Source and 1 Mention.
Joiin moves up 1 place to #1. Best is led by
OneStream, so this is a different category-relative answer.
Easiest to Set Up is led by Joiin at Easiest to Set Up AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 1 Source and 1 Mention.
Joiin moves up 1 place to #1. Best is led by
OneStream, so this is a different category-relative answer.
Rising is led by
Numeric at Rising AIQ 59. Its assistant positions are ChatGPT #4, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 11 Sources and 14 Mentions.
Numeric holds #1. Best is led by OneStream, so this is a different category-relative answer.
Value and setup meet at Joiin, while Best points to
OneStream and Rising to
Numeric. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.
Equity Management
Open the complete Equity Management Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 41 | 67 | |
| 2 | 48 | 2 | 2 | 3 | 2 | 30 | 52 | |
| 3 | 26 | 3 | — | 2 | 10 | 14 | 16 |
In Equity Management, Carta leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 41 Sources and 67 Mentions.
Pulley is second at Best AIQ 48. Its assistant positions are ChatGPT #2, Gemini #2, Claude #3, and Perplexity #2. Its current category evidence records 30 Sources and 52 Mentions.
J.P. Morgan Workplace Solutions is third at Best AIQ 26. Its assistant positions are ChatGPT #3, Claude #2, and Perplexity #10. It has no category rank from Gemini in this ranking. Its current category evidence records 14 Sources and 16 Mentions.
The category contains 16 Best-ranked products, 145 Sources and 300 Mentions across all four completed direct questions. The useful signal is not only first place. Pulley and
J.P. Morgan Workplace Solutions preserve distinct assistant patterns beneath
Carta, leaving a 74-point span across the displayed podium.
Carta holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by EquityMarker at Most Affordable AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 1 Source and 1 Mention.
EquityMarker is new to the ranking at #1. Best is led by
Carta, so this is a different category-relative answer.
Easiest to Set Up is led by
Mantle at Easiest to Set Up AIQ 60. Its assistant positions are ChatGPT #1 and Gemini #5. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 2 Sources and 4 Mentions.
Mantle moves up 1 place to #1. Best is led by Carta, so this is a different category-relative answer.
Rising is led by
Mantle at Rising AIQ 55. Its assistant position is ChatGPT #1. It has no category rank from Gemini, Claude, and Perplexity in this ranking. Its current category evidence records 2 Sources and 4 Mentions.
Mantle holds #1. Best is led by Carta, so this is a different category-relative answer.
The constraint map partially overlaps but does not collapse: Best is Carta, Most Affordable
EquityMarker, Easiest to Set Up
Mantle, and Rising
Mantle. Reading the prompts separately preserves the distinction.
The Finance Readout
Finance offers clarity without false neatness. Several Best podiums are sharply defined, yet every category changes leader somewhere across the other direct questions. Continue with the current Rising AIQ report.
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