81.5%
HubSpot led overall
Recommended in 163 of 200 core answers, 23 percentage points ahead of Salesforce.
OpenAI API pilot · Release 02
HubSpot dominated the CRM shortlist. Buyer priorities still changed the winner.
Across 200 US buyer questions, HubSpot CRM was recommended in 81.5% of answers. But Salesforce, Microsoft Dynamics, Zoho, and Pipedrive each led a meaningful slice of the market when company scale or purchasing priority changed.
Exploratory pilot · 200 core US questions · 80 matched geography-control observations · GPT-5.6 Luna · web search available · August 2026
Disclosure: the 200 core answers determine the ranking. The 80 control observations are analyzed separately. Ten US answers belong to both cohorts, producing 270 unique primary answers—not 280. This is not consumer ChatGPT, all AI systems, product quality, actual market share, or tracked sales.
01
One broad leader. Several contextual winners.
Every claim below describes this declared prompt universe and one measured OpenAI API configuration. Counts and denominators remain visible because the pilot does not estimate all CRM demand.
4
Segment winners
Dynamics led upper mid-market, Salesforce led governance, Zoho led value, and Pipedrive led first-choice behavior for fast adoption.
69.3%
Cross-country overlap
Average matched set overlap was close to the 71.1% repetition baseline inside the same country.
96.8%
First-party citations
983 of 1,016 inline citations came from vendor-owned domains, even as retrieval consulted a much wider source set.
02
A complete 270-answer evidence file
The ranking and geography control are separate analytical cohorts. Search ran automatically in every accepted answer; raw provider answers and private review notes remain private.
- Core US questions
- 200
- One answer per question
- Control observations
- 80
- 20 per country
- Unique answers
- 270
- 10 shared across cohorts
- Products recommended
- 17
- Canonical CRM products
- Average shortlist
- 3.88
- Products per core answer
- Distinct domains
- 194
- Consulted or cited
- Refusals
- 0
- 270 valid answers
- API cost
- $8.46
- Primary, extraction, retries
03
Overall US CRM recommendation rank
Recommendation rate is the share of 200 eligible core answers that affirmatively recommended a product. One answer may recommend several products, so rates do not sum to 100%.
| Rank | CRM product | Recommendation rate | Shortlist | Top five | First choice | Owned cite |
|---|---|---|---|---|---|---|
| 1 | HubSpot CRMHubSpot | 81.5%163/200 | 96.0% | 78.5% | 27.1% | 82.0% |
| 2 | Salesforce Sales CloudSalesforce | 58.5%117/200 | 67.0% | 54.5% | 26.6% | 57.5% |
| 3 | Zoho CRMZoho Corporation | 53.5%107/200 | 64.0% | 52.5% | 13.1% | 48.5% |
| 4 | Microsoft Dynamics 365 SalesMicrosoft | 46.0%92/200 | 52.5% | 43.0% | 4.4% | 47.0% |
| 5 | PipedrivePipedrive | 43.0%86/200 | 49.0% | 40.5% | 19.0% | 38.0% |
| 6 | FreshsalesFreshworks | 22.0%44/200 | 24.0% | 21.5% | 4.0% | 18.5% |
| 7 | Close CRMClose | 8.5%17/200 | 10.5% | 8.0% | 0.0% | 7.5% |
| 8 | AttioAttio | 3.5%7/200 | 6.0% | 3.5% | 0.5% | 5.0% |
| 9 | Oracle Fusion Cloud SalesOracle | 3.5%7/200 | 3.5% | 3.5% | 0.0% | 1.5% |
| 10 | Bigin by Zoho CRMZoho Corporation | 2.5%5/200 | 2.5% | 2.5% | 1.0% | 2.0% |
Show all 17 recommended products
| Rank | CRM product | Recommendation rate | Shortlist | Top five | First choice | Owned cite |
|---|---|---|---|---|---|---|
| 1 | HubSpot CRMHubSpot | 81.5%163/200 | 96.0% | 78.5% | 27.1% | 82.0% |
| 2 | Salesforce Sales CloudSalesforce | 58.5%117/200 | 67.0% | 54.5% | 26.6% | 57.5% |
| 3 | Zoho CRMZoho Corporation | 53.5%107/200 | 64.0% | 52.5% | 13.1% | 48.5% |
| 4 | Microsoft Dynamics 365 SalesMicrosoft | 46.0%92/200 | 52.5% | 43.0% | 4.4% | 47.0% |
| 5 | PipedrivePipedrive | 43.0%86/200 | 49.0% | 40.5% | 19.0% | 38.0% |
| 6 | FreshsalesFreshworks | 22.0%44/200 | 24.0% | 21.5% | 4.0% | 18.5% |
| 7 | Close CRMClose | 8.5%17/200 | 10.5% | 8.0% | 0.0% | 7.5% |
| 8 | AttioAttio | 3.5%7/200 | 6.0% | 3.5% | 0.5% | 5.0% |
| 9 | Oracle Fusion Cloud SalesOracle | 3.5%7/200 | 3.5% | 3.5% | 0.0% | 1.5% |
| 10 | Bigin by Zoho CRMZoho Corporation | 2.5%5/200 | 2.5% | 2.5% | 1.0% | 2.0% |
| 11 | monday CRMmonday.com | 2.5%5/200 | 3.5% | 2.5% | 0.0% | 2.0% |
| 12 | Less Annoying CRMLess Annoying CRM | 2.0%4/200 | 2.0% | 2.0% | 0.5% | 1.5% |
| 13 | Copper CRMCopper | 2.0%4/200 | 2.5% | 2.0% | 0.0% | 1.0% |
| 14 | SAP Sales CloudSAP | 2.0%4/200 | 2.0% | 2.0% | 0.0% | 0.5% |
| 15 | Capsule CRMZestia | 1.5%3/200 | 2.0% | 1.5% | 0.5% | 1.0% |
| 16 | Creatio CRMCreatio | 0.5%1/200 | 0.5% | 0.5% | 0.0% | 0.5% |
| 17 | SugarCRMSugarCRM | 0.5%1/200 | 0.5% | 0.5% | 0.0% | 0.5% |
Source: Benchmark Bureau · OpenAI Responses API · 200 core US answers · one response per core question · observed Aug 12, 2026
04
The top three captured 58% of recommendation events.
Event share measures each product's recommendations divided by all 667 core recommendation events. It is a concentration measure, not the recommendation rate used to rank products.
HubSpot CRM24.4%
Salesforce Sales Cloud17.5%
Zoho CRM16.0%
Microsoft Dynamics 365 Sales13.8%
Pipedrive12.9%
Freshsales6.6%
Close CRM2.5%
Attio1.0%
Oracle Fusion Cloud Sales1.0%
Bigin by Zoho CRM0.7%
05
Scale moved Microsoft Dynamics from sixth to first.
Each company-scale segment contains 40 balanced core questions. Cells show segment rank and recommendation rate for the overall top ten products.
| Overall product | 5 employees | 25 employees | 75 employees | 250 employees | 750 employees |
|---|---|---|---|---|---|
| #1 HubSpot CRM | #180.0% | #177.5% | #190.0% | #185.0% | #375.0% |
| #2 Salesforce Sales Cloud | #522.5% | #452.5% | #257.5% | #275.0% | #285.0% |
| #3 Zoho CRM | #340.0% | #267.5% | #352.5% | #362.5% | #445.0% |
| #4 Microsoft Dynamics 365 Sales | #107.5% | #627.5% | #447.5% | #460.0% | #187.5% |
| #5 Pipedrive | #272.5% | #355.0% | #542.5% | #530.0% | #715.0% |
| #6 Freshsales | #717.5% | #530.0% | #622.5% | #620.0% | #520.0% |
| #7 Close CRM | #435.0% | #75.0% | #72.5% | — | — |
| #8 Attio | #617.5% | — | — | — | — |
| #9 Oracle Fusion Cloud Sales | — | — | — | — | #617.5% |
| #10 Bigin by Zoho CRM | #810.0% | #102.5% | — | — | — |
Scale leaders
5 employees
HubSpot CRM
32/40 · 80.0%25 employees
HubSpot CRM
31/40 · 77.5%75 employees
HubSpot CRM
36/40 · 90.0%250 employees
HubSpot CRM
34/40 · 85.0%750 employees
Microsoft Dynamics 365 Sales
35/40 · 87.5%06
Priority changed both the shortlist and the first choice.
Each purchasing-priority segment contains 40 balanced core questions. HubSpot led three priorities; Zoho led value and Salesforce led reporting and governance.
| Overall product | Fast adoption | Cost and value | Sales execution | Integration | Governance |
|---|---|---|---|---|---|
| #1 HubSpot CRM | #192.5% | #372.5% | #195.0% | #190.0% | #457.5% |
| #2 Salesforce Sales Cloud | #615.0% | #527.5% | #277.5% | #275.0% | #197.5% |
| #3 Zoho CRM | #432.5% | #180.0% | #440.0% | #457.5% | #357.5% |
| #4 Microsoft Dynamics 365 Sales | #810.0% | #625.0% | #357.5% | #362.5% | #275.0% |
| #5 Pipedrive | #282.5% | #277.5% | #532.5% | #517.5% | #65.0% |
| #6 Freshsales | #340.0% | #457.5% | #710.0% | — | #82.5% |
| #7 Close CRM | #515.0% | #105.0% | #615.0% | #77.5% | — |
| #8 Attio | #132.5% | — | — | #615.0% | — |
| #9 Oracle Fusion Cloud Sales | — | — | #87.5% | #102.5% | #57.5% |
| #10 Bigin by Zoho CRM | #105.0% | #77.5% | — | — | — |
Priority leaders
Fast adoption
HubSpot CRM
37/40 · 92.5%Cost and value
Zoho CRM
32/40 · 80.0%Sales execution
HubSpot CRM
38/40 · 95.0%Integration
HubSpot CRM
36/40 · 90.0%Governance
Salesforce Sales Cloud
39/40 · 97.5%First-choice distinction: HubSpot led fast-adoption prompts by recommendation rate, 92.5% to 82.5%. Pipedrive led the same prompts by first-choice rate, 57.5% to 42.5%. Rank and first-choice behavior answer different questions.
07
Broad awareness does not always become selection.
Mention, shortlist, recommendation, and first-choice rates form an answer-behavior hierarchy. They are not a tracked buyer-conversion funnel.
| Rank | Product | Mention | Shortlist | Recommend | First choice |
|---|---|---|---|---|---|
| 1 | HubSpot CRM | 98.0%196/200 | 96.0%192/200 | 81.5%163/200 | 27.1%54.25/200 |
| 2 | Salesforce Sales Cloud | 82.5%165/200 | 67.0%134/200 | 58.5%117/200 | 26.6%53.25/200 |
| 3 | Zoho CRM | 70.5%141/200 | 64.0%128/200 | 53.5%107/200 | 13.1%26.25/200 |
| 4 | Microsoft Dynamics 365 Sales | 54.5%109/200 | 52.5%105/200 | 46.0%92/200 | 4.4%8.75/200 |
| 5 | Pipedrive | 51.5%103/200 | 49.0%98/200 | 43.0%86/200 | 19.0%38/200 |
| 6 | Freshsales | 25.5%51/200 | 24.0%48/200 | 22.0%44/200 | 4.0%8/200 |
| 7 | Close CRM | 10.5%21/200 | 10.5%21/200 | 8.5%17/200 | 0.0%0/200 |
| 8 | Attio | 6.0%12/200 | 6.0%12/200 | 3.5%7/200 | 0.5%1/200 |
| 9 | Oracle Fusion Cloud Sales | 3.5%7/200 | 3.5%7/200 | 3.5%7/200 | 0.0%0/200 |
| 10 | Bigin by Zoho CRM | 2.5%5/200 | 2.5%5/200 | 2.5%5/200 | 1.0%2/200 |
Broadly considered
HubSpot CRM
Mentioned in 196 answers and shortlisted in 192 before being recommended in 163.
Known, then narrowed
Salesforce Sales Cloud
Mentioned in 165 answers, shortlisted in 134, and recommended in 117—yet nearly tied HubSpot in first-choice credit.
Rare, but usually recommended
Close CRM
Appeared in only 21 answers; 17 became recommendations. It received no explicit first-choice credit.
08
Country changed less than asking twice.
The small control uses ten matched scenarios, four countries, and two independent repetitions: 20 observations per country. It is descriptive and never enters the core rank.
| Overall product | United States | Canada | United Kingdom | Australia |
|---|---|---|---|---|
| #1 HubSpot CRM | #116/20 · 80.0% | #115/20 · 75.0% | #116/20 · 80.0% | #115/20 · 75.0% |
| #2 Salesforce Sales Cloud | #213/20 · 65.0% | #212/20 · 60.0% | #311/20 · 55.0% | #310/20 · 50.0% |
| #3 Zoho CRM | #410/20 · 50.0% | #510/20 · 50.0% | #510/20 · 50.0% | #59/20 · 45.0% |
| #4 Microsoft Dynamics 365 Sales | #311/20 · 55.0% | #311/20 · 55.0% | #211/20 · 55.0% | #210/20 · 50.0% |
| #5 Pipedrive | #59/20 · 45.0% | #410/20 · 50.0% | #410/20 · 50.0% | #49/20 · 45.0% |
| #6 Freshsales | #62/20 · 10.0% | #64/20 · 20.0% | #64/20 · 20.0% | #65/20 · 25.0% |
71.1%
Within-country overlap
Average recommendation-set Jaccard similarity between the two repetitions.
69.3%
Between-country overlap
Average matched recommendation-set similarity across the six country pairs.
0.81–0.93
Country rank correlation
Spearman correlation across aggregate product recommendation rates.
The two-point average-overlap difference is not a causal estimate. With ten scenarios, the control supports a restrained conclusion: country did not reorganize the CRM field as dramatically as company scale or purchasing priority in this run.
09
Search looked broadly, then cited vendor pages.
Consulted sources are retrieved results. Inline citations are attached to published answer text. Neither alone proves that a source caused a recommendation.
Most consulted domains
reddit.comcommunity
1,479hubspot.comvendor owned
713techradar.comeditorial
552zoho.comvendor owned
494arxiv.orgother
466help.salesforce.comvendor owned
430salesforce.comvendor owned
422learn.microsoft.comvendor owned
357en.wikipedia.orgother
298help.zoho.comvendor owned
286Most inline-cited domains
hubspot.comvendor owned
180help.salesforce.comvendor owned
124learn.microsoft.comvendor owned
114pipedrive.comvendor owned
99zoho.comvendor owned
93help.zoho.comvendor owned
65salesforce.comvendor owned
52freshworks.comvendor owned
45knowledge.hubspot.comvendor owned
38blog.hubspot.comvendor owned
36194
Distinct domains
Retrieval and citation records crossed a wide source ecosystem.
96.8%
Vendor-owned inline
983 of 1,016 inline citations came from vendor-owned domains.
2.7%
Reviewed third-party support
18 of 667 recommendation events had conservative third-party citation support.
Reddit was consulted 1,479 times across 120 questions but was never cited inline. ArXiv was consulted 466 times across 116 questions and was also never cited inline. Search telemetry should not be interpreted as proof of influence.
10
CRM produced a much tighter recommendation market than Utah PI.
The CRM and Utah personal-injury pilots use different markets and prompt designs. These concentration and source-diversity summaries are descriptive, not a combined ranking.
| Observed measure | US CRM | Utah PI |
|---|---|---|
| Recommended entities | 17 | 133 |
| Top-one event share | 24.4% | 9.6% |
| Top-three event share | 58.0% | 21.5% |
| Top-ten event share | 96.7% | 44.1% |
| Distinct domains | 194 | 293 |
11
Profiles of the top ten CRM products
Profiles pair overall position with each product's strongest observed scale and priority. Segment samples contain 40 answers and should be read as directional.
#1
HubSpot CRM
HubSpot
- Recommended
- 81.5%
- Shortlisted
- 96.0%
- First choice
- 27.1%
- Owned citation
- 82.0%
Strongest scale · n=4075 employees90.0% · rank #1
Strongest priority · n=40Sales execution95.0% · rank #1
#2
Salesforce Sales Cloud
Salesforce
- Recommended
- 58.5%
- Shortlisted
- 67.0%
- First choice
- 26.6%
- Owned citation
- 57.5%
Strongest scale · n=40750 employees85.0% · rank #2
Strongest priority · n=40Governance97.5% · rank #1
#3
Zoho CRM
Zoho Corporation
- Recommended
- 53.5%
- Shortlisted
- 64.0%
- First choice
- 13.1%
- Owned citation
- 48.5%
Strongest scale · n=4025 employees67.5% · rank #2
Strongest priority · n=40Cost and value80.0% · rank #1
#4
Microsoft Dynamics 365 Sales
Microsoft
- Recommended
- 46.0%
- Shortlisted
- 52.5%
- First choice
- 4.4%
- Owned citation
- 47.0%
Strongest scale · n=40750 employees87.5% · rank #1
Strongest priority · n=40Governance75.0% · rank #2
#5
Pipedrive
Pipedrive
- Recommended
- 43.0%
- Shortlisted
- 49.0%
- First choice
- 19.0%
- Owned citation
- 38.0%
Strongest scale · n=405 employees72.5% · rank #2
Strongest priority · n=40Fast adoption82.5% · rank #2
#6
Freshsales
Freshworks
- Recommended
- 22.0%
- Shortlisted
- 24.0%
- First choice
- 4.0%
- Owned citation
- 18.5%
Strongest scale · n=4025 employees30.0% · rank #5
Strongest priority · n=40Cost and value57.5% · rank #4
#7
Close CRM
Close
- Recommended
- 8.5%
- Shortlisted
- 10.5%
- First choice
- 0.0%
- Owned citation
- 7.5%
Strongest scale · n=405 employees35.0% · rank #4
Strongest priority · n=40Fast adoption15.0% · rank #5
#8
Attio
Attio
- Recommended
- 3.5%
- Shortlisted
- 6.0%
- First choice
- 0.5%
- Owned citation
- 5.0%
Strongest scale · n=405 employees17.5% · rank #6
Strongest priority · n=40Integration15.0% · rank #6
#9
Oracle Fusion Cloud Sales
Oracle
- Recommended
- 3.5%
- Shortlisted
- 3.5%
- First choice
- 0.0%
- Owned citation
- 1.5%
Strongest scale · n=40750 employees17.5% · rank #6
Strongest priority · n=40Governance7.5% · rank #5
#10
Bigin by Zoho CRM
Zoho Corporation
- Recommended
- 2.5%
- Shortlisted
- 2.5%
- First choice
- 1.0%
- Owned citation
- 2.0%
Strongest scale · n=405 employees10.0% · rank #8
Strongest priority · n=40Cost and value7.5% · rank #7
12
Methodology, limitations, and release record
The exact prompt universe, scoring rules, review method, public events, and artifact hashes travel with the result. Raw provider answers remain private.
Core study
5 company scales × 5 purchasing priorities × 4 intents × 2 writing styles = 200 US questions.
All core prompts described US B2B companies without naming a CRM vendor. One fresh conversation produced one answer per core question. The 200-answer core alone determines the overall ranking.
Geography control
10 matched scenarios × 4 countries × 2 repetitions = 80 analytical observations; 10 US repetition-one observations are also core questions.
Country was the only substantive scenario change. Ten US first repetitions also belong to the core, so the full evidence file contains 270—not 280—unique answers.
Collection configuration
OpenAI Responses API, gpt-5.6-luna, low reasoning effort, web search available with medium context, automatic tool choice, no domain filters, no user-location metadata, and provider storage disabled. Search was used in all 270 answers.
Classification and review
A structured extractor followed by a separately labeled Codex evidence audit of all 270 answers, 1,121 active product events, and all active citation relationships.
Product editions and vendor shorthand roll up to the primary CRM product. Adjacent software is excluded unless the answer explicitly presents it as the CRM choice. Exact evidence spans support every active event.
Ranking rule
Recommendation rate, then first-choice rate, then top-five rate, then alphabetical product name.
Limitations
- One OpenAI API configuration, not consumer ChatGPT or the wider AI market.
- One core response per question; only the matched geography control has two repetitions.
- Designed prompts are a declared measurement universe, not a random sample of all CRM demand.
- Observed citations and recommendations do not establish causal influence or product quality.
- Rates can sum above 100% because one answer may recommend multiple products.
Releaserelease_openai_us_crm_2026_02
Method / metriccrm-pilot-0.1
crm-pilot-metrics-0.1
Prompt manifest SHA-256ddb8188b3bf1e5235a49400f9bdffa2b821e9591d8c583c3e378a97ea405c51c
Release content SHA-256978a12a10c06f1242f1001d3b67804e03c8cdd6254d990995268507cbffca717
Code commit7d6e637cb010e044d64022abf170838545b3679f
Product metricsCSV ↓Segment metricsCSV ↓Geography controlCSV ↓Source domainsCSV ↓Exact promptsCSV ↓Audited eventsCSV ↓
This report is independent market research. It does not endorse a CRM product, measure product quality, reproduce consumer ChatGPT, or estimate actual purchasing market share. Buyers should independently verify current capabilities, pricing, security, integrations, and fit.