Meeting scheduling for small business buyers
Asked as “meeting scheduling tool for sales teams”, and as “appointment scheduling software”, on behalf of a small B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
59%
Clear leader
59Calendly17HubSpot Meetings07Cal.com17others
59% of first choices, clear leader.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the seven products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Google Calendar Appointment Scheduling is made by Google, whose model Gemini 3.5 Flash is in the set. On the four share prompts that model made it the first choice zero times of 4; the other eleven models zero times of 44. Lab treatment is defined on the method page; the row is marked, not excluded.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All ten head-to-head pages: the top five products, each against each
One product takes 59% of first choices here, so the chart would put twelve markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Five products carry a negative rate above 25% in this category.
What they warned about
Four of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash and GLM 4.7 FlashX changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Calendly16%
11 of 69 labels negative · 10 of 12 models · 1 hard negative
“Tools to Avoid or Approach with Caution: 1. Calendly - Red flags: Low booking completion rates” Grok 4.20, negative prompt
Chili Piper50%
15 of 30 labels negative · 7 of 12 models · 5 hard negative
“Tools to Avoid on a Tight Budget - Chili Piper — recently moved to enterprise pricing starting at $15,000/year” DeepSeek V4 Flash, budget prompt
Doodle35%
6 of 17 labels negative · 6 of 12 models · 2 hard negative
“its free tier has become heavily monetized through intrusive, third-party banner ads” Gemini 3.5 Flash, negative prompt
Acuity Scheduling33%
7 of 21 labels negative · 4 of 12 models · 3 hard negative
“Acuity Scheduling — More geared toward appointment-based businesses and classes than B2B sales.” DeepSeek V4 Flash, direct prompt
What they cite
Four of the twelve models returned a source list in this edition: four return the pages they cited.
Sites the answers cite
20 of 72 answers in this category came back with a source list, from 4 of 12 models: citations where the model returns them, or the search results it consulted. 282 links across 111 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 8 models searched through a gateway that returned no source list on this edition.
12 answers · 16 citations · 4 models
vendor site · HubSpot11 answers · 27 citations · 4 models
vendor site · Calendly10 answers · 14 citations · 4 models
vendor site · BIGContacts8 answers · 8 citations · 3 models
vendor site · Salesforce8 answers · 8 citations · 3 models
7 answers · 7 citations · 3 models
vendor site · Zapier6 answers · 7 citations · 2 models
vendor site · Guideflow6 answers · 6 citations · 2 models
vendor site · Cal.com5 answers · 6 citations · 4 models
vendor site · RevenueHero5 answers · 6 citations · 2 models
vendor site · MarketBetter5 answers · 5 citations · 2 models
5 answers · 5 citations · 3 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
8 answers · 3 models
7 answers · 3 models
7 answers · 3 models
6 answers · 3 models
6 answers · 2 models
5 answers · 2 models
5 answers · 2 models
5 answers · 3 models
4 answers · 2 models
4 answers · 1 model
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best meeting scheduling tool for sales teams”, “meeting scheduling tool for sales teams”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Calendly calendly.com | 59% | 201 | 368,000 | 2,824 | 292,858 | $34 | 5 | |
| HubSpot parent site HubSpot Meetings 17%, HubSpot Sales Hub 2% | 19% | 687 | 368,000 | 9,776 | ||||
| Cal.com cal.com | 7% | 133 | 2,900 | 100 | 439,943 | 3 | 7 | |
| RevenueHero revenuehero.io | 6% | 104 | 720 | 1 | 1,187 | 5 | ||
| Chili Piper chilipiper.com | 6% | 275 | 6,600 | 130 | 6,997 | $295 | 41 | |
| Setmore setmore.com | 2% | 25 | 12,100 | 128 | 1,053,528 | 10 | ||
| TidyCal tidycal.com | 2% | 5 | ||||||
| SavvyCal savvycal.com | 0% | 38 | 880 | 1 | 10,407,137 | |||
| YouCanBookMe youcanbook.me | 0% | 25 | 5,400 | 77 | 81,637 | 3 | 8 | |
| Google parent site Google Calendar Appointment Scheduling 0% | 0% | 36 | 12,100 | 138 |
Google's top ten for the two searches hold 17 sites; 6 of them are among the sites the models cited here (bigcontacts.com, blog.hubspot.com, cal.com, marketbetter.ai, peoplemanagingpeople.com, youcanbook.me). The first result for “best meeting scheduling tool for sales teams” is peoplemanagingpeople.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best meeting scheduling tool for sales teams for a small B2B company?”Paraphrase“Which appointment scheduling software would you recommend to a small business that sells to other businesses?”Comparative“What are the top meeting scheduling tools for a small team and how do they differ?”Budget-constrained“What is the best meeting scheduling tool for sales teams for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a meeting scheduling tool for sales teams. What should we look at?”Negative“Which meeting scheduling tools should a small business avoid or be cautious about?”
Claude Haiku 4.5CalendlyCalendly, HubSpot MeetingsChangedCalendlyHubSpot Meetingsno first choiceagainst: Calendly, Doodle
Two alternatives
Chili Piper, HubSpot MeetingsOne alternative
Acuity SchedulingThree alternatives
Doodle, Google Calendar Appointment Scheduling, YouCanBookMeTwo alternatives
Setmore, TidyCalGPT-5.4 miniCalendlyagainst: Chili PiperCalendlyHeldCalendlyCalendly, HubSpot Meetingsagainst: Chili Piperno first choiceagainst: Cal.com, Calendly, Doodle
Two alternatives
HubSpot Meetings, HubSpot Sales HubFive alternatives
Acuity Scheduling, Cal.com, Chili Piper, HubSpot Meetings, Microsoft BookingsFour alternatives
Doodle, Microsoft Bookings, OnceHub, YouCanBookMeGemini 3.5 FlashRevenueHeroagainst: Chili PiperCalendlyChangedCalendlyTidyCalagainst: CalendlyChili Piper, RevenueHeroagainst: Doodle, Microsoft Bookings, Motion, OnceHub, Reclaim.ai, TimeTrade
Three alternatives
Calendly, HubSpot Meetings, SavvyCalFive alternatives
Cal.com, Chili Piper, HubSpot Meetings, RevenueHero, SavvyCalFive alternatives
Acuity Scheduling, Cal.com, Doodle, Reclaim.ai, SavvyCalThree alternatives
Cal.com, HubSpot Sales Hub, Zoho BookingsFour alternatives
Cal.com, Calendly, HubSpot Meetings, SavvyCalPerplexity SonarCalendly, HubSpot Meetings, HubSpot Sales Hubagainst: Chili PiperCalendlyChangedCalendlyCalendly, HubSpot Meetingsno first choiceagainst: Calendly, Chili Piper, Doodle, Google Calendar Appointment Scheduling, Microsoft Bookings, Ronspot
One alternative
RevenueHeroTwo alternatives
Acuity Scheduling, Chili PiperFive alternatives
Doodle, Google Calendar Appointment Scheduling, Reclaim.ai, Setmore, YouCanBookMeTwo alternatives
Setmore, YouCanBookMeGrok 4.20Calendlyagainst: Cal.com, Chili Piper, SavvyCal, SetmoreCalendlyHeldagainst: Acuity Scheduling, HubSpot Meetings, Setmore, Zoho BookingsCalendlyagainst: Acuity SchedulingHubSpot Meetingsagainst: Chili PiperCalendlyagainst: Acuity Scheduling, Calendly, Jobber, Zoho Bookings
One alternative
HubSpot MeetingsOne alternative
YouCanBookMeThree alternatives
Doodle, Google Calendar Appointment Scheduling, SavvyCalThree alternatives
Cal.com, Calendly, SetmoreFive alternatives
Chili Piper, HubSpot Meetings, RevenueHero, Setmore, YouCanBookMeMistral SmallRevenueHeroagainst: Chili PiperCalendlyChangedCalendly, YouCanBookMeCalendlyno first choiceagainst: Calendly, Doodle, HubSpot Meetings
Two alternatives
Calendly, LeadmonkTwo alternatives
Acuity Scheduling, SetmoreThree alternatives
Cal.com, Reclaim.ai, SavvyCalThree alternatives
Cal.com, HubSpot Meetings, SetmoreDeepSeek V4 FlashCal.com, Calendlyagainst: Acuity Scheduling, Chili PiperCalendlyChangedagainst: Chili PiperCalendlyCal.com, HubSpot Meetingsagainst: Chili Piper, MarketBetter, SavvyCalCalendlyagainst: Acuity Scheduling, Calendly, Doodle, Mindbody, Setmore, SimplyBook.me, Thryv
One alternative
HubSpot MeetingsThree alternatives
Acuity Scheduling, Cal.com, HubSpot MeetingsSix alternatives
Cal.com, Google Calendar Appointment Scheduling, Reclaim.ai, SavvyCal, TidyCal, zcalOne alternative
CalendlyFour alternatives
Cal.com, Chili Piper, HubSpot Meetings, RevenueHeroLlama 4 MaverickCalendlyno first choiceChangedCalendlyCalendlyno first choicenothing named
One alternative
HubSpot MeetingsTwo alternatives
HubSpot Meetings, Reclaim.aiTwo alternatives
HubSpot Meetings, SetmoreQwen 3.7 FlashCalendly, Chili Piperagainst: Outlook CalendarCalendlyChangedCalendlyagainst: Microsoft BookingsCalendlyChili Piperagainst: Calendlyagainst: Acuity Scheduling, Calendly, Envoy Workplace, Officly, SimplyBook.me
Three alternatives
Chalk, HubSpot Meetings, Microsoft BookingsFour alternatives
Acuity Scheduling, Cal.com, HubSpot Meetings, SetmoreThree alternatives
Cal.com, Clockwise, SavvyCalThree alternatives
HubSpot Meetings, Microsoft Bookings, SetmoreTwo alternatives
Default, MarketBetterKimi K2Calendlyagainst: Chili PiperCalendlyHeldagainst: Chili PiperCal.comCal.com, Calendlyagainst: Chili PiperCalendly, HubSpot Meetingsagainst: 10to8, Acuity Scheduling, Appointy, Chili Piper, OnceHub, Setmore
Two alternatives
HubSpot Meetings, RevenueHeroThree alternatives
Acuity Scheduling, Cal.com, Square AppointmentsFour alternatives
Calendly, Doodle, SavvyCal, YouCanBookMeOne alternative
LeadmonkTwo alternatives
Chili Piper, RevenueHeroGLM 4.7 FlashXCal.com, CalendlyCalendlyChangedCalendlyCalendlyCalendlyagainst: Calendly
Two alternatives
Chili Piper, HubSpot MeetingsTwo alternatives
Acuity Scheduling, Cal.comFour alternatives
Cal.com, Doodle, Lunacal, SavvyCalFive alternatives
Cal.com, Doodle, HubSpot Meetings, SavvyCal, SetmoreThree alternatives
Chili Piper, HubSpot Meetings, RevenueHeroMiniMax M2.5CalendlyCalendlyHeldCal.com, CalendlyHubSpot Meetings, Setmoreno first choiceagainst: Calendly, Fresha, Jobber, Zoho Bookings
Two alternatives
Chili Piper, HubSpot MeetingsThree alternatives
Cal.com, HubSpot Meetings, SetmoreThree alternatives
Acuity Scheduling, HubSpot Meetings, Microsoft BookingsTwo alternatives
Cal.com, CalendlyBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:32 | yes | 8 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:47 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:59 | yes | 18 | 19 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 02:18 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:25 | yes | 0 | 6 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:17 | yes | 0 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:56 | yes | 0 | 28 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:57 | yes | 0 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:18 | no | 0 | 29 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:17 | yes | 0 | 55 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:42 | yes | 0 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:02 | yes | 0 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:23 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 00:10 | no | 0 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:41 | yes | 10 | 18 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 04:54 | yes | 20 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 00:35 | yes | 0 | 6 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:26 | yes | 0 | 7 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:56 | yes | 0 | 32 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:29 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:27 | yes | 0 | 38 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:05 | yes | 0 | 52 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:49 | yes | 0 | 15 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:24 | yes | 0 | 16 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:47 | yes | 8 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 23:23 | yes | 5 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:37 | yes | 18 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 02:25 | yes | 20 | 18 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:56 | yes | 0 | 9 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:18 | yes | 0 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:33 | yes | 0 | 16 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:04 | yes | 0 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:08 | yes | 0 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:49 | yes | 0 | 34 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:56 | yes | 0 | 14 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:12 | yes | 0 | 13 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:18 | yes | 8 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:52 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:51 | yes | 20 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 01:12 | yes | 20 | 7 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 04:59 | yes | 0 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:42 | yes | 0 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-14 23:04 | yes | 0 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:28 | yes | 0 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 04:21 | yes | 0 | 31 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:31 | yes | 0 | 21 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 03:56 | yes | 0 | 23 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:31 | yes | 0 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 02:49 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 02:20 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:41 | yes | 13 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 02:23 | yes | 20 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:58 | yes | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 02:34 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-14 23:58 | yes | 0 | 20 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:56 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:41 | yes | 0 | 36 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:21 | yes | 0 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:46 | yes | 0 | 16 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:05 | no | 0 | 11 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:46 | yes | 24 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 05:06 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 23:11 | yes | 19 | 19 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 02:40 | yes | 20 | 8 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-15 02:32 | yes | 0 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 01:25 | yes | 0 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:32 | yes | 0 | 74 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 02:50 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-14 22:57 | yes | 0 | 36 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 03:33 | yes | 0 | 69 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:35 | yes | 0 | 36 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:16 | yes | 0 | 25 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Acuity read as Acuity Scheduling
Google Appointments read as Google Calendar Appointment Scheduling
Google Calendar read as Google Calendar Appointment Scheduling
Google Calendar Appointment Scheduler read as Google Calendar Appointment Scheduling
Google Calendar Appointment Schedules read as Google Calendar Appointment Scheduling
Google Calendar-based booking read as Google Calendar Appointment Scheduling
HubSpot's Meeting Scheduler read as HubSpot Meetings
Microsoft Outlook read as Microsoft Outlook Calendar
Unresolved, counted raw
10to8 (Sign In Scheduling)
Chalk
Fresha
MeetSync
NeetoCal
Officly
Outlook Calendar
Outreach Sequences
Ronspot
Salesforce Calendar
TimeTrade
Discontinued, still offered
No shut-down product was recommended here.