Field sales tools · October 2026 Edition
Spotio vs Map My Customers
Seven of fourteen models named Spotio first on the direct prompt; zero named Map My Customers. Both were named by all fourteen models and Spotio carries 45 labels and Map My Customers 33, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share14%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate22%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 9; printed, not drawn.
Labels4533A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Spotio reading right to left. Rank and label count are printed, not drawn.HubSpot Sales Hub was named alongside these two in twelve of the fourteen direct answers. Badger Maps vs Spotio · Badger Maps vs Map My Customers · Spotio vs HubSpot Sales Hub
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the field sales tools page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SpotioFirst choices, of fourteen modelsMap My Customers
Direct70
Paraphrase022 against Spotio · 1 against Map My Customers
Comparative51
Budget-constrained012 against Spotio · 1 against Map My Customers
Scale-constrained00
Negative116 against Spotio · 1 against Map My Customers
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Spotio and Map My Customers were named in the same answer sixty-three times, of the 152 answers naming Spotio and the 92 naming Map My Customers. In those answers Map My Customers took the first choice five times and Spotio seventeen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Spotio and Map My Customers stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | |
Spotio Map My Customers first choice named as an alternative argued againstblank: not namedEach cell is one answer, Spotio on the left and Map My Customers on the right.The direct prompt
The plain question, one answer per model, grouped by where Spotio and Map My Customers stood in it.
Spotio first, Map My Customers an alternative
7 of 14 modelsMap My Customers was named in the answer but not as the choice, or not at all.GPT-5.4 miniBadger Maps, Spotio alternatives: Geopointe, Map My Customers, SalesRabbit
Gemini 3.5 FlashSpotio alternatives: Badger Maps, Geopointe, Map My Customers
Perplexity SonarBadger Maps, Spotio alternatives: HubSpot Sales Hub
Grok 4.1 FastSpotio alternatives: Badger Maps, HubSpot Sales Hub, Salesforce Sales Cloud
Mistral SmallBadger Maps, Spotio alternatives: HubSpot Sales Hub
DeepSeek V4 FlashSpotio alternatives: Badger Maps, HubSpot Sales Hub, Map My Customers
Kimi K2Spotio alternatives: Badger Maps, HubSpot Sales Hub
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5HubSpot Sales Hub alternatives: Apollo.io, Map My Customers, Pipedrive
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 Maverickno first choice alternatives: Cognism, Dealfront, Default, Gong, HubSpot Sales Hub, Outreach, Salesforce, Salesloft, ZoomInfo
Qwen 3.7 FlashDock alternatives: Highspot, HubSpot Sales Hub, Mediafly
GLM 4.7 FlashXPipedrive alternatives: HubSpot Sales Hub, Pipeline CRM, Salesforce Sales Cloud
MiniMax M2.5HubSpot Sales Hub, Pipedrive alternatives: Salesforce Sales Cloud
GPT-6 LunaBadger Maps alternatives: HubSpot Sales Hub, Salesforce Maps, Salesforce Sales Cloud
Muse Glimmer 30BHubSpot Sales Hub alternatives: Dock, Knockio, TrackoField
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Spotio leads by eight points.
Spotio8%#3 of 9Map My Customers0%#9 of 9Mid-marketThe figures above
Spotio leads by eight points.
Spotio14%#2 of 9Map My Customers6%#4 of 9Enterprise
Spotio leads by twelve points.
Spotio14%#3 of 8Map My Customers2%#6 of 8What the models said about Spotio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Users report significant call problems, including missed connections and being flagged as spam... very low rating of 2.2, indicating widespread dissatisfaction” Mistral Small · negative prompt · hard negative
“Tools to Avoid on a Tight Budget - SPOTIO — Does not publish pricing, requires a 5-seat minimum” DeepSeek V4 Flash · budget prompt · hard negative
“Some SPOTIO reviewers report connectivity or sync trouble; reviews are anecdotal, so treat that as a reason to run a pilot” GPT-6 Luna · negative prompt · soft negative
“If you want the best overall answer, I'd pick SPOTIO for a mid-market B2B team with a true field sales motion” Perplexity Sonar · direct prompt · first choice
“If you need a purpose-built field sales platform with strong territory and route management, go with SPOTIO.” Kimi K2 · direct prompt · first choice
“Choose SPOTIO/Badger Maps/Map My Customers if your reps are truly "in the field" daily with multiple stops” Kimi K2 · comparative prompt · first choice
What the models said about Map My Customers
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Solid for lightweight mapping/activity (~$30-65/user/month), but weaker routing; best for smaller teams.” Grok 4.1 Fast · paraphrase prompt · soft negative
“Map My Customers is 4.5 on G2 and 4.5 on Capterra, but 4.1 on Apple App Store and 3.8 on Google Play.” Muse Glimmer 30B · negative prompt · soft negative
“$99/user/mo (3-seat minimum = $297/mo) | B2B field sales; note the high minimum commitment” DeepSeek V4 Flash · budget prompt · soft negative
“If you want a simple, cost-effective route planner with CRM integration, choose Badger Maps or Map My Customers.” Mistral Small · paraphrase prompt · first choice
“opt for lightweight, mobile-first companion tools (such as Badger Maps, Spotio, or Map My Customers)” Gemini 3.5 Flash · negative prompt · first choice
“My practical pick: Map My Customers or Badger Maps for lean field sales teams.” GPT-5.4 mini · budget prompt · first choice
Also compared
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.