Index › GTM › GTM data and infrastructure › Product analytics › Small business · September 2026 Edition
Product analytics for small business buyers
Asked as “product analytics platform”, and as “product analytics tool”, on behalf of a small B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
43%
Clear leader
43PostHog34Mixpanel08Amplitude15others
43% 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
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 Analytics 4 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 two 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 fifteen head-to-head pages: the top six products, each against each
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01PostHog43%
PostHog43%02Mixpanel34%
Mixpanel34%03Amplitude8%
Amplitude8%04Pendo6%
Pendo6%05Google Analytics 44%
Google Analytics 44%06Heap4%
Heap4%07Hotjar0%
Hotjar0%08Fullstory0%
Fullstory0%What they warned about
Four of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 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.
Heap38%
17 of 45 labels negative · 12 of 12 models · 8 hard negative
“Platforms to Avoid (Unsuitable for most small businesses):- Heap: Starts at ~$3,600-$24,000/year after a restrictive free tier” Grok 4.20, negative prompt
Amplitude21%
12 of 58 labels negative · 10 of 12 models · 1 hard negative
“Why avoid: Starting price of $995/month makes it prohibitively expensive for small businesses” Mistral Small, negative prompt
Pendo30%
13 of 44 labels negative · 9 of 12 models · 5 hard negative
“"Very expensive, exceeds budget," "inflexible for small customer bases," data inaccuracies, steep setup.” Grok 4.20, negative prompt
Mixpanel14%
9 of 64 labels negative · 8 of 12 models
“Avoid for a tight budget unless you already need them - Mixpanel and Heap can be good tools, but their pricing is more usage-/sales-driven” GPT-5.4 mini, budget 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
18 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. 267 links across 98 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.
vendor site · Amplitude14 answers · 20 citations · 4 models
11 answers · 12 citations · 3 models
vendor site · Userpilot10 answers · 13 citations · 3 models
9 answers · 11 citations · 3 models
vendor site · Gainsight9 answers · 9 citations · 3 models
vendor site · Pendo9 answers · 9 citations · 3 models
vendor site · Reddit8 answers · 10 citations · 2 models
vendor site · Mixpanel8 answers · 8 citations · 3 models
vendor site · GrowthBook6 answers · 6 citations · 3 models
6 answers · 6 citations · 2 models
5 answers · 7 citations · 1 model
vendor site · checkthat.ai5 answers · 6 citations · 2 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.
11 answers · 3 models
9 answers · 3 models
9 answers · 3 models
9 answers · 3 models
9 answers · 3 models
7 answers · 2 models
6 answers · 3 models
6 answers · 2 models
5 answers · 1 model
4 answers · 2 models
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 product analytics platform”, “product analytics platform”. 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 |
|---|---|---|---|---|---|---|---|---|
| PostHog posthog.com | 43% | 420 | 33,100 | 271 | 25,936 | 120 | ||
| Mixpanel mixpanel.com | 34% | 467 | 12,100 | 458 | 20,284 | $458 | 11 | |
| Amplitude amplitude.com | 8% | 418 | 74,000 | 5,691 | 373,273 | $207 | 27 | 2 |
| Pendo pendo.io | 6% | 409 | 12,100 | 761 | 19,185 | $3,609 | 93 | |
| Google analytics.google.com Google Analytics 4 4% | 4% | 473 | 9,900 | 348 | ||||
| Contentsquare heap.io Heap 4% | 4% | 150 | 40,500 | 11,454 | 16,541 | 32 | 7 | |
| Statsig statsig.com | 2% | 67 | 12,100 | 182 | 353,837 | $176 | 6 | |
| Hotjar contentsquare.com | 0% | 287 | 9,900 | 226 | 149,925 | 86 | ||
| Microsoft clarity.microsoft.com Microsoft Clarity 0% | 0% | 219 | 2,240,000 | 403,136 | 44,297 | |||
| Plausible plausible.io | 0% | 14 | 60,500 | 1,143 | 39,368 |
Google's top ten for the two searches hold 16 sites; 6 of them are among the sites the models cited here (amplitude.com, gainsight.com, learn.g2.com, reddit.com, userpilot.com, visionlabs.com). The first result for “best product analytics platform” is domo.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 product analytics platform for a small B2B company?”Paraphrase“Which product analytics tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top product analytics platforms for a small team and how do they differ?”Budget-constrained“What is the best product analytics platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a product analytics platform. What should we look at?”Negative“Which product analytics platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5MixpanelMixpanelHeldagainst: Google Analytics 4Amplitude, MixpanelMixpanelno first choiceagainst: Fullstory, Heap, IBM Cognos, Mixpanel, SAP Analytics Cloud
Three alternatives
Gainsight PX, Heap, PendoThree alternatives
Amplitude, Heap, PendoFour alternatives
Heap, Hotjar, Pendo, PostHogFive alternatives
Amplitude, Google Analytics 4, Hotjar, PostHog, Zoho AnalyticsGPT-5.4 miniMixpanel, PostHogagainst: AmplitudeMixpanelChangedMixpanelAmplitude, PostHogagainst: Heap, Mixpanelno first choicenothing named
Four alternatives
Amplitude, Heap, Pendo, PostHogThree alternatives
Amplitude, Heap, PostHogGemini 3.5 FlashPostHogagainst: JunePostHogHeldagainst: JunePostHogPostHogPostHogagainst: Amplitude, Gainsight PX, Google Analytics 4, Heap, Pendo, Self-Hosted PostHog, Snowplow
Three alternatives
Amplitude, Mixpanel, PendoThree alternatives
Mixpanel, Pendo, UsermavenThree alternatives
Amplitude, June, MixpanelThree alternatives
Amplitude, June, MixpanelThree alternatives
Amplitude, June, MixpanelPerplexity SonarMixpanelagainst: Google Analytics 4Mixpanel, PendoChangedMixpanel, PostHogPostHogno first choiceagainst: Adobe Analytics, Amplitude, Gainsight PX, Heap, Improvado, Mixpanel, Pendo
Three alternatives
Gainsight PX, Pendo, PostHogOne alternative
PostHogThree alternatives
Amplitude, Heap, PendoThree alternatives
Amplitude, Google Analytics 4, MixpanelGrok 4.20PostHogagainst: Google Analytics 4, PendoPostHogHeldagainst: Amplitude, Google Analytics 4, PendoMixpanelagainst: Heap, PendoMixpanel, Statsigno first choiceagainst: Datadogagainst: Amplitude, Fullstory, Heap, Mixpanel, Pendo
Two alternatives
Amplitude, MixpanelOne alternative
MixpanelTwo alternatives
Amplitude, PostHogThree alternatives
Amplitude, Google Analytics 4, PostHogMistral SmallMixpanel, PostHogPostHogChangedMixpanelMixpanel, PostHogHeap, Mixpanelagainst: Adobe Analytics, Google Analytics 360against: Amplitude, Contentsquare, Fullstory, GainsightPX, Glassbox, Heap, LogRocket, Pendo, Quantum Metric
Three alternatives
Amplitude, Hotjar, PendoFour alternatives
Amplitude, Google Analytics 4, Hotjar, MixpanelFive alternatives
Amplitude, Hotjar, LogRocket, PostHog, UserpilotTwo alternatives
Amplitude, StatsigTwo alternatives
Amplitude, PendoDeepSeek V4 FlashPostHogPostHogHeldMixpanel, PostHogPostHogPostHogagainst: Amplitude, Datadog, Fullstory, Heap, Mixpanel, Pendo, Segment
Two alternatives
Amplitude, MixpanelTwo alternatives
Amplitude, MixpanelThree alternatives
Amplitude, Heap, PendoTwo alternatives
Mixpanel, StatsigTwo alternatives
Amplitude, MixpanelLlama 4 MaverickGoogle Analytics 4PendoChangedno first choicePostHogno first choiceagainst: Adobe Analytics, Heap, Improvado, Optimizely CMS, Pendo
Four alternatives
Amplitude, Google Analytics 4, Mixpanel, PostHogTwo alternatives
Google Analytics 4, PendoQwen 3.7 FlashMixpanel, PostHogagainst: Adobe Analytics, AmplitudePendoChangedMixpanel, PostHogagainst: HeapGoogle Analytics 4no first choiceagainst: Amplitude, BigQuery, Heap, Matomo, Pendo, Snowflake
One alternative
PendoTwo alternatives
Mixpanel, PostHogTwo alternatives
Amplitude, PendoTwo alternatives
Amplitude, MixpanelKimi K2Mixpanel, PostHogagainst: HeapAmplitudeChangedMixpanelagainst: HeapPostHogagainst: Fullstory, Heap, MixpanelHeap, Mixpanel, PostHogagainst: Adobe Analytics, Adobe Customer Journey Analytics, Amplitude, Fullstory, Gainsight PX, Glassbox, Heap, Mixpanel, Pendo, Userpilot
Two alternatives
Amplitude, PendoTwo alternatives
Pendo, PostHogFour alternatives
Amplitude, Hotjar, Pendo, PostHogThree alternatives
Amplitude, Google Analytics 4, StatsigGLM 4.7 FlashXAmplitude, MixpanelMixpanelChangedagainst: HeapPostHogPostHogno first choiceagainst: Adobe Analytics, Amplitude, Fullstory, Gainsight PX, Google Analytics 360, Mixpanel
Three alternatives
Heap, Pendo, PostHogTwo alternatives
Pendo, PostHogFive alternatives
Amplitude, Fullstory, Heap, Mixpanel, PendoFour alternatives
Amplitude, Fullstory, Heap, MixpanelMiniMax M2.5MixpanelAmplitude, MixpanelChangedMixpanel, PostHogPostHogno first choiceagainst: Pendoagainst: Amplitude, Fullstory, Heap, Microsoft Power BI, Mixpanel, Pendo, Qlik Sense, Tableau
Five alternatives
Amplitude, Heap, Hotjar, June, PostHogThree alternatives
Heap, Pendo, PostHogThree alternatives
Amplitude, Heap, PendoFour alternatives
Amplitude, Google Analytics 4, Heap, MixpanelThree alternatives
Amplitude, Mixpanel, PostHogBold 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 01:34 | yes | 8 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:47 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:50 | yes | 15 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-15 04:54 | 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) | 2026-09-14 22:57 | yes | 0 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:42 | yes | 0 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:44 | yes | 0 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 00:20 | yes | 0 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:10 | yes | 0 | 62 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 01:37 | yes | 0 | 36 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:33 | yes | 0 | 72 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 03:06 | yes | 0 | 19 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 00:20 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 22:56 | no | 0 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-14 22:52 | yes | 23 | 27 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-15 00:49 | 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 05:05 | yes | 0 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:47 | yes | 0 | 6 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:14 | yes | 0 | 21 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 01:56 | yes | 0 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 00:55 | yes | 0 | 47 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:53 | yes | 0 | 27 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 00:18 | yes | 0 | 16 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:31 | no | 0 | 8 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 03:03 | yes | 8 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-14 22:56 | yes | 3 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 02:08 | yes | 17 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-15 02:18 | yes | 19 | 9 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 04:01 | yes | 0 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:47 | yes | 0 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 00:27 | yes | 0 | 32 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 03:08 | yes | 0 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 01:12 | yes | 0 | 44 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:57 | yes | 0 | 47 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 01:29 | yes | 0 | 185 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 00:03 | yes | 0 | 31 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:37 | yes | 8 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:26 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 04:06 | yes | 31 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-15 04:42 | yes | 20 | 3 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) | 2026-09-14 23:38 | yes | 0 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 00:13 | yes | 0 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-15 01:38 | yes | 0 | 37 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-14 23:37 | yes | 0 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:03 | yes | 0 | 24 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 02:53 | yes | 0 | 20 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-14 23:18 | yes | 0 | 15 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-14 23:50 | yes | 0 | 10 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-14 23:17 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 03:01 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 01:30 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-15 01:36 | yes | 20 | 24 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 02:30 | yes | 0 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-15 03:57 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 03:49 | yes | 0 | 25 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:54 | yes | 0 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 03:40 | no | 0 | 39 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-15 04:11 | yes | 0 | 24 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 02:34 | no | 0 | 22 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 04:31 | yes | 0 | 30 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-15 05:04 | yes | 15 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-15 01:16 | no | 0 | 3 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-15 00:16 | yes | 14 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-15 00:48 | yes | 20 | 10 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 04:51 | yes | 0 | 9 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-14 23:07 | yes | 0 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-15 02:39 | yes | 0 | 19 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-15 04:07 | yes | 0 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-15 02:43 | yes | 0 | 71 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-14 23:02 | yes | 0 | 42 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-15 04:59 | yes | 0 | 29 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-15 01:41 | yes | 0 | 30 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
Adobe read as Adobe Analytics
Amplitude read as Amplitude
Unresolved, counted raw
Self-Hosted PostHog
Discontinued, still offered
No shut-down product was recommended here.