Marketing Software Turns Every Buyer Question Into a Different Shortlist
The current Marketing report finds a changed leader in every category as suites and specialists trade places, with four distinct leaders in seven markets.
Marketing covers ten categories in the current edition. Marketing is the current edition's market of competing jobs to be done. Broad suites, channel specialists, and newer operators trade places as the prompt moves from Best to affordability, setup, and momentum. That variation is editorially useful because it exposes where a single shortlist would be too blunt.
Across the hub, 145 products rank in Best, while the ten category mastheads total 1,097 Sources and 5,646 Mentions. 3 Best leaders changed week over week, and 7 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.
Email Marketing
Open the complete Email Marketing Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Klaviyo | 69 | 1 | 4 | 3 | 2 | 24 | 39 |
| 2 |  ActiveCampaign | 49 | 3 | 1 | 4 | 3 | 25 | 38 |
| 3 | 47 | 2 | 7 | 1 | 5 | 47 | 75 |
In Email Marketing, Klaviyo leads at Best AIQ 69. Its assistant positions are ChatGPT #1, Gemini #4, Claude #3, and Perplexity #2. Its current category evidence records 24 Sources and 39 Mentions. ActiveCampaign is second at Best AIQ 49. Its assistant positions are ChatGPT #3, Gemini #1, Claude #4, and Perplexity #3. Its current category evidence records 25 Sources and 38 Mentions. Mailchimp is third at Best AIQ 47. Its assistant positions are ChatGPT #2, Gemini #7, Claude #1, and Perplexity #5. Its current category evidence records 47 Sources and 75 Mentions.
The category contains 14 Best-ranked products, 108 Sources and 686 Mentions across all four completed direct questions. Klaviyo moves up 1 place to #1. The 22-point leader-to-third spread gives the podium a competitive shape. 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 
Sender at Most Affordable AIQ 77. Its assistant positions are ChatGPT #1, Gemini #2, Claude #2, and Perplexity #3. Its current category evidence records 33 Sources and 45 Mentions. Sender holds #1. Best is led by Klaviyo, so this is a different category-relative answer.
Easiest to Set Up is led by 
MailerLite at Easiest to Set Up AIQ 59. Its assistant positions are ChatGPT #4, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 29 Sources and 46 Mentions. MailerLite moves up 2 places to #1. Best is led by Klaviyo, so this is a different category-relative answer.
Rising is led by 
Beehiiv at Rising AIQ 83. Its assistant positions are ChatGPT #1, Gemini #2, and Claude #1. It has no category rank from Perplexity in this ranking. Its current category evidence records 12 Sources and 16 Mentions. Beehiiv holds #1. Best is led by Klaviyo, so this is a different category-relative answer.
This is a four-answer market: Best favors Klaviyo, price Sender, setup MailerLite, and momentum Beehiiv. A combined winner would erase the most practical information in the result.
Marketing Automation
Open the complete Marketing Automation Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  HubSpot Marketing Hub | 75 | 1 | — | 1 | 1 | 19 | 24 |
| 2 | ActiveCampaign | 53 | 3 | 1 | 2 | 2 | 44 | 60 |
| 3 | 35 | 2 | 6 | 4 | — | 17 | 19 |
In Marketing Automation, HubSpot Marketing Hub leads at Best AIQ 75. Its assistant positions are ChatGPT #1, Claude #1, and Perplexity #1. It has no category rank from Gemini in this ranking. Its current category evidence records 19 Sources and 24 Mentions. ActiveCampaign is second at Best AIQ 53. Its assistant positions are ChatGPT #3, Gemini #1, Claude #2, and Perplexity #2. Its current category evidence records 44 Sources and 60 Mentions. Salesforce Marketing Cloud is third at Best AIQ 35. Its assistant positions are ChatGPT #2, Gemini #6, and Claude #4. It has no category rank from Perplexity in this ranking. Its current category evidence records 17 Sources and 19 Mentions.
The category contains 14 Best-ranked products, 136 Sources and 653 Mentions across all four completed direct questions. The assistant columns complicate the headline in a useful way. HubSpot Marketing Hub reaches first with coverage from 3 of 4 assistants, while ActiveCampaign and Salesforce Marketing Cloud show how quickly the ordering changes below it. The full spread is 40 points. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by 
Brevo at Most Affordable AIQ 90. Its assistant positions are ChatGPT #1, Gemini #1, Claude #2, and Perplexity #2. Its current category evidence records 35 Sources and 48 Mentions. Brevo holds #1. Best is led by HubSpot Marketing Hub, so this is a different category-relative answer.
Easiest to Set Up is led by Mailchimp at Easiest to Set Up AIQ 63. Its assistant positions are ChatGPT #3, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 49 Sources and 72 Mentions.
Mailchimp moves up 3 places to #1. Best is led by
HubSpot Marketing Hub, so this is a different category-relative answer.
Rising is led by 
Loops at Rising AIQ 56. Its assistant positions are ChatGPT #1 and Perplexity #9. It has no category rank from Gemini and Claude in this ranking. Its current category evidence records 4 Sources and 6 Mentions. Loops moves up 6 places to #1. Best is led by HubSpot Marketing Hub, so this is a different category-relative answer.
Every direct question changes the name at the top. HubSpot Marketing Hub owns Best, Brevo Most Affordable, Mailchimp Easiest to Set Up, and
Loops Rising. The category is clearer as a map of tradeoffs than as a single leaderboard.
Landing Page Builders
Open the complete Landing Page Builders Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 40 | 51 | |
| 2 | 50 | 2 | 2 | 2 | 2 | 32 | 37 | |
| 3 | 31 | 3 | 3 | 5 | 3 | 34 | 37 |
In Landing Page Builders, Unbounce leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 40 Sources and 51 Mentions.
Instapage is second at Best AIQ 50. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #2. Its current category evidence records 32 Sources and 37 Mentions.
Leadpages is third at Best AIQ 31. Its assistant positions are ChatGPT #3, Gemini #3, Claude #5, and Perplexity #3. Its current category evidence records 34 Sources and 37 Mentions.
The category contains 17 Best-ranked products, 92 Sources and 508 Mentions across all four completed direct questions. Evidence volume and rank remain separate readings here. Unbounce has the largest Sources footprint in the displayed Top 3, while
Unbounce owns the Best lead.
Unbounce holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by HubSpot at Most Affordable AIQ 59. Its assistant positions are ChatGPT #1 and Gemini #6. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 31 Sources and 33 Mentions. HubSpot moves up 5 places to #1. Best is led by Unbounce, so this is a different category-relative answer.
Easiest to Set Up is led by Leadpages at Easiest to Set Up AIQ 61. Its assistant positions are ChatGPT #1, Gemini #8, Claude #9, and Perplexity #7. Its current category evidence records 34 Sources and 37 Mentions.
Leadpages holds #1. Best is led by
Unbounce, so this is a different category-relative answer.
Rising is led by 
Framer at Rising AIQ 70. Its assistant positions are ChatGPT #1, Gemini #3, Claude #4, and Perplexity #2. Its current category evidence records 13 Sources and 18 Mentions. Framer holds #1. Best is led by Unbounce, so this is a different category-relative answer.
There is no universal leader hiding in these four lists. The sequence runs Unbounce,
HubSpot, Leadpages, and
Framer from Best through Rising, which turns the ranking into a shortlist architecture rather than a verdict.
Social Media Management
Open the complete Social Media Management Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 97 | 1 | 1 | 1 | 3 | 45 | 54 | |
| 2 | 53 | 2 | 2 | 2 | 1 | 49 | 60 | |
| 3 | 34 | 3 | 3 | 3 | 2 | 46 | 53 |
In Social Media Management, Sprout Social leads at Best AIQ 97. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #3. Its current category evidence records 45 Sources and 54 Mentions.
Hootsuite is second at Best AIQ 53. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #1. Its current category evidence records 49 Sources and 60 Mentions.
Buffer is third at Best AIQ 34. Its assistant positions are ChatGPT #3, Gemini #3, Claude #3, and Perplexity #2. Its current category evidence records 46 Sources and 53 Mentions.
The category contains 17 Best-ranked products, 102 Sources and 632 Mentions across all four completed direct questions. This is a front-loaded shortlist. First and third are 63 AIQ points apart, and the leader appears across 4 of 4 assistant lists. Sprout Social moves up 1 place to #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Buffer at Most Affordable AIQ 93. Its assistant positions are ChatGPT #1, Gemini #1, Claude #2, and Perplexity #1. Its current category evidence records 46 Sources and 53 Mentions.
Buffer holds #1. Best is led by
Sprout Social, so this is a different category-relative answer.
Easiest to Set Up is led by Buffer at Easiest to Set Up AIQ 63. Its assistant positions are ChatGPT #3, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 46 Sources and 53 Mentions.
Buffer holds #1. Best is led by
Sprout Social, so this is a different category-relative answer.
Rising is led by 
Vista Social at Rising AIQ 78. Its assistant positions are ChatGPT #1, Gemini #4, Claude #1, and Perplexity #3. Its current category evidence records 11 Sources and 11 Mentions. Vista Social holds #1. Best is led by Sprout Social, so this is a different category-relative answer.
Value and setup meet at Buffer, while Best points to
Sprout Social and Rising to
Vista Social. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.
Webinar Platforms
Open the complete Webinar Platforms Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 56 | 1 | — | — | 4 | 19 | 31 | |
| 2 |  ON24 | 43 | 2 | — | 1 | 7 | 0 | 0 |
| 3 |  Demio | 42 | 6 | 1 | 3 | 2 | 29 | 43 |
In Webinar Platforms, Zoom Webinars leads at Best AIQ 56. Its assistant positions are ChatGPT #1 and Perplexity #4. It has no category rank from Gemini and Claude in this ranking. Its current category evidence records 19 Sources and 31 Mentions.
ON24 is second at Best AIQ 43. Its assistant positions are ChatGPT #2, Claude #1, and Perplexity #7. It has no category rank from Gemini in this ranking. Its current category evidence records 0 Sources and 0 Mentions. Demio is third at Best AIQ 42. Its assistant positions are ChatGPT #6, Gemini #1, Claude #3, and Perplexity #2. Its current category evidence records 29 Sources and 43 Mentions.
The category contains 14 Best-ranked products, 98 Sources and 456 Mentions across all four completed direct questions. The useful signal is not only first place. ON24 and Demio preserve distinct assistant patterns beneath Zoom Webinars, leaving a 14-point span across the displayed podium.
Zoom Webinars holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Zoho Webinar at Most Affordable AIQ 68. Its assistant positions are ChatGPT #1 and Gemini #2. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 10 Sources and 14 Mentions.
Zoho Webinar holds #1. Best is led by
Zoom Webinars, so this is a different category-relative answer.
Easiest to Set Up is led by Zoho Webinar 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.
Zoho Webinar moves up 9 places to #1. Best is led by
Zoom Webinars, so this is a different category-relative answer.
Rising is led by 
Goldcast at Rising AIQ 63. Its assistant positions are ChatGPT #1 and Claude #2. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 7 Sources and 9 Mentions. Goldcast holds #1. Best is led by Zoom Webinars, so this is a different category-relative answer.
Value and setup meet at Zoho Webinar, while Best points to
Zoom Webinars and Rising to
Goldcast. That shared low-friction answer is useful, but it should not be mistaken for the broad Best recommendation.
SEO Tools
Open the complete SEO Tools Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 100 | 1 | 1 | 1 | 1 | 52 | 62 | |
| 2 | 50 | 2 | 2 | 2 | 2 | 47 | 55 | |
| 3 | 32 | 3 | 3 | 4 | 3 | 21 | 23 |
In SEO Tools, Semrush leads at Best AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 52 Sources and 62 Mentions.
Ahrefs is second at Best AIQ 50. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #2. Its current category evidence records 47 Sources and 55 Mentions.
Moz Pro is third at Best AIQ 32. Its assistant positions are ChatGPT #3, Gemini #3, Claude #4, and Perplexity #3. Its current category evidence records 21 Sources and 23 Mentions.
The category contains 19 Best-ranked products, 129 Sources and 774 Mentions across all four completed direct questions. Semrush holds #1. The 68-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 Keywords Everywhere at Most Affordable AIQ 56. Its assistant positions are ChatGPT #1 and Perplexity #4. It has no category rank from Gemini and Claude in this ranking. Its current category evidence records 10 Sources and 11 Mentions.
Keywords Everywhere is new to the ranking at #1. Best is led by
Semrush, so this is a different category-relative answer.
Easiest to Set Up is led by Yoast SEO at Easiest to Set Up 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 14 Sources and 17 Mentions.
Yoast SEO holds #1. Best is led by
Semrush, so this is a different category-relative answer.
Rising is led by 
Frase at Rising AIQ 60. Its assistant positions are ChatGPT #1, Gemini #6, and Perplexity #5. It has no category rank from Claude in this ranking. Its current category evidence records 14 Sources and 16 Mentions. Frase moves up 5 places to #1. Best is led by Semrush, so this is a different category-relative answer.
There is no universal leader hiding in these four lists. The sequence runs Semrush,
Keywords Everywhere,
Yoast SEO, and
Frase from Best through Rising, which turns the ranking into a shortlist architecture rather than a verdict.
Product Analytics
Open the complete Product Analytics Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 98 | 1 | 1 | 1 | 2 | 37 | 59 | |
| 2 | 53 | 2 | 2 | 2 | 1 | 36 | 61 | |
| 3 |  PostHog | 27 | 3 | 7 | 4 | 5 | 29 | 54 |
In Product Analytics, Amplitude leads at Best AIQ 98. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #2. Its current category evidence records 37 Sources and 59 Mentions.
Mixpanel is second at Best AIQ 53. Its assistant positions are ChatGPT #2, Gemini #2, Claude #2, and Perplexity #1. Its current category evidence records 36 Sources and 61 Mentions.
PostHog is third at Best AIQ 27. Its assistant positions are ChatGPT #3, Gemini #7, Claude #4, and Perplexity #5. Its current category evidence records 29 Sources and 54 Mentions.
The category contains 15 Best-ranked products, 94 Sources and 446 Mentions across all four completed direct questions. The assistant columns complicate the headline in a useful way. Amplitude reaches first with coverage from 4 of 4 assistants, while
Mixpanel and
PostHog show how quickly the ordering changes below it. The full spread is 71 points. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by PostHog at Most Affordable AIQ 89. Its assistant positions are ChatGPT #1, Gemini #1, Claude #4, and Perplexity #1. Its current category evidence records 29 Sources and 54 Mentions. PostHog holds #1. Best is led by Amplitude, so this is a different category-relative answer.
Easiest to Set Up is led by Heap at Easiest to Set Up AIQ 90. Its assistant positions are ChatGPT #1, Gemini #1, Claude #2, and Perplexity #2. Its current category evidence records 5 Sources and 7 Mentions.
Heap holds #1. Best is led by
Amplitude, so this is a different category-relative answer.
Rising is led by Statsig at Rising AIQ 63. Its assistant positions are ChatGPT #1 and Claude #2. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 8 Sources and 13 Mentions.
Statsig holds #1. Best is led by
Amplitude, so this is a different category-relative answer.
This is a four-answer market: Best favors Amplitude, price
PostHog, setup Heap, and momentum
Statsig. A combined winner would erase the most practical information in the result.
A/B Testing
Open the complete A/B Testing Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 55 | 1 | — | — | — | 5 | 10 | |
| 2 |  Kameleoon | 46 | 2 | 2 | 3 | 7 | 22 | 35 |
| 3 | 45 | — | 1 | 1 | 1 | 32 | 60 |
In A/B Testing, VWO Testing 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 5 Sources and 10 Mentions.
Kameleoon is second at Best AIQ 46. Its assistant positions are ChatGPT #2, Gemini #2, Claude #3, and Perplexity #7. Its current category evidence records 22 Sources and 35 Mentions. Optimizely is third at Best AIQ 45. Its assistant positions are Gemini #1, Claude #1, and Perplexity #1. It has no category rank from ChatGPT in this ranking. Its current category evidence records 32 Sources and 60 Mentions.
The category contains 14 Best-ranked products, 119 Sources and 511 Mentions across all four completed direct questions. Evidence volume and rank remain separate readings here. Optimizely has the largest Sources footprint in the displayed Top 3, while
VWO Testing owns the Best lead.
VWO Testing is new to the ranking at #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by 
GrowthBook at Most Affordable AIQ 76. Its assistant positions are ChatGPT #1, Gemini #3, Claude #2, and Perplexity #1. Its current category evidence records 16 Sources and 23 Mentions. GrowthBook holds #1. Best is led by VWO Testing, so this is a different category-relative answer.
Easiest to Set Up is led by Kameleoon at Easiest to Set Up AIQ 56. Its assistant positions are ChatGPT #1 and Perplexity #6. It has no category rank from Gemini and Claude in this ranking. Its current category evidence records 22 Sources and 35 Mentions. Kameleoon moves up 3 places to #1. Best is led by VWO Testing, so this is a different category-relative answer.
Rising is led by Statsig 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 19 Sources and 26 Mentions.
Statsig holds #1. Best is led by
VWO Testing, so this is a different category-relative answer.
Every direct question changes the name at the top. VWO Testing owns Best,
GrowthBook Most Affordable, Kameleoon Easiest to Set Up, and Statsig Rising. The category is clearer as a map of tradeoffs than as a single leaderboard.
SMS Marketing
Open the complete SMS Marketing Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 |  Attentive | 88 | 1 | 2 | 1 | 1 | 29 | 40 |
| 2 | Klaviyo | 63 | 2 | 1 | 2 | 2 | 36 | 51 |
| 3 | 20 | 4 | — | 3 | 5 | 22 | 30 |
In SMS Marketing, Attentive leads at Best AIQ 88. Its assistant positions are ChatGPT #1, Gemini #2, Claude #1, and Perplexity #1. Its current category evidence records 29 Sources and 40 Mentions. Klaviyo is second at Best AIQ 63. Its assistant positions are ChatGPT #2, Gemini #1, Claude #2, and Perplexity #2. Its current category evidence records 36 Sources and 51 Mentions. Postscript is third at Best AIQ 20. Its assistant positions are ChatGPT #4, Claude #3, and Perplexity #5. It has no category rank from Gemini in this ranking. Its current category evidence records 22 Sources and 30 Mentions.
The category contains 16 Best-ranked products, 116 Sources and 583 Mentions across all four completed direct questions. This is a front-loaded shortlist. First and third are 68 AIQ points apart, and the leader appears across 4 of 4 assistant lists. Attentive holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by Twilio at Most Affordable AIQ 70. Its assistant positions are ChatGPT #1, Gemini #2, and Perplexity #2. It has no category rank from Claude in this ranking. Its current category evidence records 25 Sources and 31 Mentions.
Twilio moves up 14 places to #1. Best is led by
Attentive, so this is a different category-relative answer.
Easiest to Set Up is led by SimpleTexting at Easiest to Set Up AIQ 100. Its assistant positions are ChatGPT #1, Gemini #1, Claude #1, and Perplexity #1. Its current category evidence records 27 Sources and 35 Mentions.
SimpleTexting holds #1. Best is led by
Attentive, so this is a different category-relative answer.
Rising is led by 
TxtCart at Rising AIQ 63. Its assistant positions are ChatGPT #1 and Claude #2. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 3 Sources and 3 Mentions. TxtCart holds #1. Best is led by Attentive, so this is a different category-relative answer.
There is no universal leader hiding in these four lists. The sequence runs Attentive, Twilio,
SimpleTexting, and
TxtCart from Best through Rising, which turns the ranking into a shortlist architecture rather than a verdict.
Affiliate Marketing
Open the complete Affiliate Marketing Best ranking| Rank | Product | AIQ | ChatGPT | Gemini | Claude | Perplexity | Sources | Mentions |
|---|---|---|---|---|---|---|---|---|
| 1 | 95 | 1 | 1 | 1 | — | 32 | 47 | |
| 2 |  PartnerStack | 48 | 2 | 2 | 2 | — | 22 | 32 |
| 3 |  Everflow | 23 | 3 | 9 | 7 | — | 13 | 22 |
In Affiliate Marketing, impact.com leads at Best AIQ 95. Its assistant positions are ChatGPT #1, Gemini #1, and Claude #1. It has no category rank from Perplexity in this ranking. Its current category evidence records 32 Sources and 47 Mentions.
PartnerStack is second at Best AIQ 48. Its assistant positions are ChatGPT #2, Gemini #2, and Claude #2. It has no category rank from Perplexity in this ranking. Its current category evidence records 22 Sources and 32 Mentions. Everflow is third at Best AIQ 23. Its assistant positions are ChatGPT #3, Gemini #9, and Claude #7. It has no category rank from Perplexity in this ranking. Its current category evidence records 13 Sources and 22 Mentions.
The category contains 18 Best-ranked products, 103 Sources and 397 Mentions across all four completed direct questions. The useful signal is not only first place. PartnerStack and Everflow preserve distinct assistant patterns beneath impact.com, leaving a 72-point span across the displayed podium.
impact.com holds #1. These coverage counts document the evidence footprint; they do not explain rank.
Most Affordable is led by GoAffPro at Most Affordable AIQ 68. Its assistant positions are ChatGPT #1 and Gemini #2. It has no category rank from Claude and Perplexity in this ranking. Its current category evidence records 9 Sources and 11 Mentions.
GoAffPro moves up 5 places to #1. Best is led by
impact.com, so this is a different category-relative answer.
Easiest to Set Up is led by Reditus 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 3 Sources and 4 Mentions.
Reditus is new to the ranking at #1. Best is led by
impact.com, so this is a different category-relative answer.
Rising is led by Reditus at Rising AIQ 63. Its assistant positions are ChatGPT #1 and Claude #2. It has no category rank from Gemini and Perplexity in this ranking. Its current category evidence records 3 Sources and 4 Mentions.
Reditus moves up 6 places to #1. Best is led by
impact.com, so this is a different category-relative answer.
The constraint map partially overlaps but does not collapse: Best is impact.com, Most Affordable
GoAffPro, Easiest to Set Up
Reditus, and Rising
Reditus. Reading the prompts separately preserves the distinction.
The Marketing Readout
Marketing does not resolve into one dominant product archetype. The current rankings reward different kinds of authority by question, from established platforms in Best to narrower tools in the constraint-specific lists. Continue with the current Rising AIQ report.
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