Historical Analysis Shopify Apps – Market Share Breakdown
(Updated October 2026) See which historical analysis Shopify apps dominate installs and how their share has shifted over time. This keyword page shows the full market share table, monthly share trends for the leaders, and a country-level breakdown so you can compare global vs regional dominance.
Historical Analysis Shopify Apps — Full Market Share Table
All tracked historical analysis Shopify apps ranked by current install share, with change vs 30 days ago and Leader / Climbing / Declining / Stable status — filterable by country and date range.
| # | App | Market Share | Change | Status |
|---|---|---|---|---|
| 1 |  Microsoft Clarity: AI Insights | 44.13% | 0.80 | Climbing |
| 2 |  MIDA Replay, Heatmap & Insight | 35.55% | 0.09 | Declining |
| 3 |  Propel Replay, Survey, Heatmap | 12.04% | 0.27 | Climbing |
| 4 |  IndexGPT: AI SEO for ChatGPT | 4.68% | 0.84 | Declining |
| 5 |  Grapevine Post Purchase Survey | 1.30% | 0.05 | Climbing |
| 6 |  Report Pundit: Custom Reports | 0.98% | 0.14 | Declining |
| 7 |  Trackify Facebook Pixel,TikTok | 0.38% | 0.12 | Climbing |
| 8 |  TiXel: Meta Pixel TikTok Pixel | 0.23% | 0.21 | Climbing |
| 9 |  TP: True Profit Analytics | 0.18% | 0.04 | Declining |
| 10 |  Mipler ‑ Advanced Reports | 0.11% | 0.05 | Declining |
Showing 1-10 out of 24
Key Insights:
- Microsoft Clarity: AI Insights holds 44.1% share of historical analysis app installs — 8.6pp ahead of MIDA Replay, Heatmap & Insight (35.5%).
- Top 3 apps (Microsoft Clarity: AI Insights, MIDA Replay, Heatmap & Insight, Propel Replay, Survey, Heatmap) account for 91.7% of all historical analysis install share — a competitive market.
- Microsoft Clarity: AI Insights is gaining share fastest this month (+0.80pp) — the largest single gainer among the top historical analysis apps by share.
- IndexGPT: AI SEO for ChatGPT is losing share fastest (-0.84pp) — could indicate a churning user base or a stronger challenger gaining ground.
Historical Analysis Shopify Apps — Market Share Over Time
Monthly market share trajectory for the top 5 historical analysis Shopify apps over the past year — see who's gaining or losing install share month by month.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Microsoft Clarity: AI Insights | 54.6% | 58.2%3.63 | 42.8%15.45 | 42.2%0.57 | 44.4%2.17 | 44.7%0.35 |
| MIDA Replay, Heatmap & Insight | 12.7% | 12.6%0.15 | 14.9%2.31 | 33.4%18.56 | 35.6%2.15 | 35.0%0.59 |
| Propel Replay, Survey, Heatmap | 23.6% | 24.0%0.45 | 30.8%6.73 | 16.8%14.01 | 11.9%4.82 | 12.0%0.09 |
| IndexGPT: AI SEO for ChatGPT | — | — | 3.9% | 3.4%0.54 | 5.0%1.69 | 4.6%0.47 |
| Grapevine Post Purchase Survey | 0.3% | 0.4%0.15 | 0.4%0.04 | 1.2%0.82 | 1.4%0.13 | 1.4% |
Key Insights:
- Microsoft Clarity: AI Insights's share contracted from 54.6% → 44.7% over the charted period.
- Of the top 5 tracked historical analysis apps, 3 grew share and 2 lost share — challengers are eating into leader's share.
Top Historical Analysis Shopify Apps by Country
Per-country market share rankings for historical analysis Shopify apps across 5 markets — see which apps lead in each country and where regional leaders diverge from the global leader.
| # | 🌎 Worldwide |  United States |  India |  China |  United Kingdom |
|---|---|---|---|---|---|
| 1 | | | | | |
| 2 | | | | | |
| 3 | | | | | |
| 4 | | | | | |
| 5 | | | | | |
Key Insights:
- Microsoft Clarity: AI Insights leads historical analysis apps in 3 of 4 tracked markets (India, China, United Kingdom).
- Microsoft Clarity: AI Insights leads worldwide, but United States bucks the trend — MIDA Replay, Heatmap & Insight leads there.
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Top 5 Apps in Historical Analysis
- MIDA Replay, Heatmap & Insight — Leads historical analysis apps with 35.0% install share, rated 4.9★ — losing share this month.
- IndexGPT: AI SEO for ChatGPT — Holds 4.6% of historical analysis app install share, rated 4.9★ — losing share this month.
- Propel Replay, Survey, Heatmap — Holds 12.0% of historical analysis app install share, rated 4.9★ — gaining share this month.
- Microsoft Clarity: AI Insights — Holds 44.7% of historical analysis app install share, rated 4.6★ — gaining share this month.
- Grapevine Post Purchase Survey — Holds 1.4% of historical analysis app install share, rated 5.0★ — gaining share this month.
Historical Analysis Shopify Apps — Frequently Asked Questions
1. Which historical analysis app has the highest market share on Shopify?
Microsoft Clarity: AI Insights currently holds the highest market share for historical analysis apps at 44.1%, but the category is competitive — MIDA Replay, Heatmap & Insight is close behind at 35.5%. The right choice depends on your specific store needs.
2. How is market share calculated for historical analysis Shopify apps?
For historical analysis (a keyword page), market share is rank-weighted — apps at position #1 carry roughly 40× the weight of apps at position #22, and apps beyond #22 are excluded. Each app's weighted score is divided by the total weighted score across the keyword to give the share %. This reflects Shopify search behaviour: most installs come from the top of the results.
3. Which historical analysis apps are gaining market share on Shopify?
Microsoft Clarity: AI Insights is gaining historical analysis app market share fastest this month, up +0.80pp versus 30 days ago. Switch the table sub-tab to "Market Share Changes" to see all gainers ordered by movement.
4. Which historical analysis apps are losing market share on Shopify?
IndexGPT: AI SEO for ChatGPT has lost the most market share this month among historical analysis apps (-0.84pp). Sort the table by Change (Low to High) to see the full list of decliners.
5. Which countries drive the most historical analysis Shopify app installs?
United States drives the largest share of historical analysis app installs at 31.4%, followed by United Kingdom at 7.0% and India at 6.6%. Use the country picker on the third card to compare market leaders by country.
6. How many historical analysis apps does ShopDigest track on Shopify?
ShopDigest tracks 96 historical analysis apps on the Shopify App Store. Market share, rankings, and review data refresh weekly so you can track competitive shifts as they happen.
7. Why does the highest-share historical analysis app differ from the #1 ranked app?
Rank reflects an app's current position in the Shopify App Store under historical analysis (driven by Shopify's own algorithm), while market share on ShopDigest is estimated from review counts and other factors as a proxy for active installs. The two metrics move on independent dynamics, so the highest-share app and the #1-ranked app are not always the same — and a divergence between them is worth noting rather than assuming one will pull the other along. For historical analysis, Microsoft Clarity: AI Insights leads on share; see the rankings tab for who currently holds #1 position.
