LiftLab vs PyMC-Marketing:Which is more popular?
In September 2026, LiftLab had more branded searches than PyMC-Marketing among marketing mix modeling platforms worldwide. LiftLab had about 1,900 branded searches, while PyMC-Marketing had 720. LiftLab made up 9.5% of all marketing mix modeling platform searches we track, and PyMC-Marketing accounted for 3.6%. When we asked ChatGPT and Google AI Overviews about marketing mix modeling platforms, PyMC-Marketing appeared in two of the five answers and LiftLab in one. PyMC-Marketing was mentioned before LiftLab in two out of three answers that named either.
Who do people search for more?
LiftLab, about 3 searches for every 1 for PyMC-Marketing
Who does AI mention more?
PyMC-Marketing, mentioned in 2 of 5 answers, LiftLab in 1
Who does AI recommend more?
PyMC-Marketing, named ahead of LiftLab in 2 of 3 answers
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Top marketing mix modeling platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, PyMC-Marketing was mentioned in two out of five: in one of the three ChatGPT answers and in one of the two Google AI Overviews. LiftLab was mentioned in one out of five: in one of the three ChatGPT answers, but not in either of the two Google AI Overviews. PyMC-Marketing was listed before LiftLab in two out of three answers that named either.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Google Meridian5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers- Meta Robyn4 of 5Named in 2 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Recast4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Analytic Partners3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Sellforte3 of 5Named in 1 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Measured3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
PyMC-Marketing2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
SegmentStream2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
LiftLab1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Keen Decision Systems1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about marketing mix modeling platforms
5 answers
Asked ChatGPT
“Which marketing mix modeling platform should I use?”
Asked ChatGPT
“What are the best marketing mix modeling platforms?”
Asked ChatGPT
“What's the best marketing mix modeling platform for budget allocation decisions?”
Searched Google, AI Overview
“marketing mix modeling platform”
Searched Google, AI Overview
“best mmm platform”
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Is LiftLab or PyMC-Marketing more popular in search?
This chart shows how often people search Google for LiftLab and PyMC-Marketing by name. Each line represents a brand's share of searches for all 13 marketing mix modeling platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for LiftLab, PyMC-Marketing. The figures are in the table below the chart.
View monthly share of searches table
| Month | Lifesight | Analytic Partners | Google Meridian | Mutinex | LiftLab | Sellforte | PyMC-Marketing | Meta Robyn | Keen Decision Systems | Recast | SegmentStream | Measured | Paramark |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 30.4% | 16.6% | 13.4% | 8.8% | 11.1% | 4.1% | 4.6% | 4.8% | 2.3% | 1.5% | 1.5% | 0.97% | 0.09% |
| Nov 2025 | 27.2% | 18.1% | 12.1% | 9.6% | 12.1% | 4.5% | 4.4% | 4.6% | 2.1% | 1.5% | 3% | 0.71% | 0.05% |
| Dec 2025 | 31.6% | 17% | 11.1% | 7.6% | 14% | 4.4% | 4.2% | 3.8% | 2% | 2.1% | 1.2% | 0.82% | 0.12% |
| Jan 2026 | 32.5% | 17.7% | 11.8% | 7.9% | 11.8% | 5% | 4.3% | 3.9% | 1.6% | 1.7% | 0.84% | 0.79% | 0.1% |
| Feb 2026 | 31.2% | 17% | 13.7% | 9% | 11.3% | 4.3% | 4.2% | 3.8% | 1.9% | 1.4% | 1.2% | 0.94% | 0.09% |
| Mar 2026 | 25.6% | 17.1% | 13.8% | 11.4% | 11.4% | 4.3% | 4.2% | 4.6% | 2.3% | 1.6% | 2.3% | 1.3% | 0.09% |
| Apr 2026 | 25.8% | 17.2% | 13.9% | 11.5% | 11.5% | 4.3% | 4.2% | 4.2% | 2.4% | 1.1% | 2.8% | 0.96% | 0.1% |
| May 2026 | 27.1% | 14.5% | 18.1% | 12% | 9.5% | 4.5% | 3.6% | 4% | 2% | 1.4% | 2.4% | 0.7% | 0.1% |
| Jun 2026 | 29.7% | 13.2% | 16% | 10.5% | 10.5% | 5.6% | 4% | 3.9% | 2.3% | 1.5% | 1.8% | 0.99% | 0.11% |
| Jul 2026 | 36.2% | 10.4% | 13.2% | 10.4% | 10.4% | 4.9% | 3.9% | 4.4% | 2.2% | 1.5% | 1.4% | 0.99% | 0.05% |
| Aug 2026 | 31.3% | 13.9% | 13.9% | 11% | 11% | 5.2% | 5.1% | 3% | 2% | 1.3% | 0.99% | 1% | 0.12% |
| Sep 2026 | 33% | 14.5% | 14.5% | 12% | 9.5% | 4.5% | 3.6% | 3.2% | 1.7% | 1.4% | 1.1% | 1% | 0.1% |
How has the LiftLab and PyMC-Marketing comparison changed over the last 12 months?
3 findings
- LiftLab was ahead of PyMC-Marketing in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, LiftLab’s share of searches among marketing mix modeling platforms worldwide moved from 11.1% to 9.5%, and its estimated monthly branded searches moved from 2.4K to 1.9K.
- Across the 12 months ending September 2026, PyMC-Marketing’s share of searches among marketing mix modeling platforms worldwide moved from 4.6% to 3.6%, and its estimated monthly branded searches moved from 1K to 720.
How did search popularity change for marketing mix modeling platforms worldwide in September 2026?
3 changes

In September 2026, Mutinex overtook LiftLab to rank 4th among marketing mix modeling platforms worldwide, with 12% of the searches.

In September 2026, LiftLab lost share of searches among marketing mix modeling platforms worldwide, from 11% to 9.5%.

In September 2026, PyMC-Marketing lost share of searches among marketing mix modeling platforms worldwide, from 5.1% to 3.6%.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using LiftLab’s and PyMC-Marketing’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
LiftLab
1 branded search term
- liftlab
PyMC-Marketing
1 branded search term
- pymc marketing
Other head-to-heads among marketing mix modeling platforms

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