Historical Analysis Shopify Apps – Analytics & Insights
(Updated September 2026) Track the top historical analysis Shopify apps with live rankings, market share, geography, and review data — updated weekly from the Shopify App Store. This keyword page shows where each app stands today and how its position has shifted over time.
Top Historical Analysis Shopify Apps Ranked Today
Top 10 historical analysis Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market Share | Reviews |
|---|---|---|---|
 MIDA Replay, Heatmap & Insight | 1 | 34.66% 3.09 | 577 52 |
 IndexGPT: AI SEO for ChatGPT | 2 1 | 5.79% 2.15 | 144 11 |
 Propel Replay, Survey, Heatmap | 3 1 | 12.61% 4.85 | 695 52 |
 Microsoft Clarity: AI Insights | 4 | 43.91% 0.26 | 2,196 195 |
 Grapevine Post Purchase Survey | 5 | 1.35% 0.13 | 226 12 |
 Ⓩ Facebook Pixel Tiktok Pixel | 6 | 0.19% 0.01 | 165 3 |
 Trackify Facebook Pixel,TikTok | 7 | 0.26% 0.01 | 396 6 |
 Cartlytics ‑ Cart Analytics | 8 6 | 0.11% 0.09 | 48 3 |
 TiXel: Meta Pixel TikTok Pixel | 9 8 | 0.08% 0.06 | 90 9 |
 Report Pundit: Custom Reports | 10 2 | 0.45% 0.72 | 2,040 28 |
Key Insights:
- MIDA Replay, Heatmap & Insight commands 34.7% market share, 28.9pp ahead of IndexGPT: AI SEO for ChatGPT — a competitive historical analysis category.
- In the last 30 days, 3 apps climbed and 2 dropped in ranking among the top 10 tracked historical analysis apps.
- Microsoft Clarity: AI Insights added the most new reviews this month (+195) — strong adoption momentum.
- Note: Microsoft Clarity: AI Insights holds higher market share (43.9%) than the rank-#1 app MIDA Replay, Heatmap & Insight — share and App Store rank don't align in this category, so cross-checking both views matters.
Live Ranking and Market Share Trends for Historical Analysis Shopify Apps
Monthly ranking and market share trends for the top 5 historical analysis Shopify apps over the past year — see how each app's App Store position and market share have shifted month by month.
Charts Data
| App | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| MIDA Replay, Heatmap & Insight | — | #2 | #2 | #2 | #11 | #1 |
| IndexGPT: AI SEO for ChatGPT | — | — | — | #3 | #3 | #21 |
| Propel Replay, Survey, Heatmap | — | #1 | #1 | #1 | #21 | #31 |
| Microsoft Clarity: AI Insights | — | #3 | #3 | #41 | #4 | #4 |
| Grapevine Post Purchase Survey | — | #7 | #61 | #71 | #52 | #5 |
Key Insights:
- MIDA Replay, Heatmap & Insight's ranking improved from #2 to #1 over the charted period.
- 3 of 5 top historical analysis apps improved their position; 2 declined — a mixed picture.
- MIDA Replay, Heatmap & Insight's market share is 34.7% — gaining +21.7pp since the start of the chart.
Historical Analysis Shopify Apps — Market Share by Country
Top 5 countries driving installs for historical analysis Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market Share | Change |
|---|---|---|
 United States | 30.9% | 1.09 |
 United Kingdom | 7.4% | 0.86 |
 India | 6.7% | 0.04 |
 Canada | 4.1% | 0.10 |
 Australia | 3.6% | 0.15 |
Key Insights:
- United States accounts for 30.9% of historical analysis app installs — the single largest market.
- Top 3 markets (United States, United Kingdom, India) collectively cover 45.1% of all tracked historical analysis installs — highly concentrated demand.
Fastest to 1,000 Reviews — Historical Analysis Shopify Apps
Race-style view of how the top 5 historical analysis Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| Microsoft Clarity: AI Insights | 10 | 2,004 |
| Propel Replay, Survey, Heatmap | Not yet reached | 616 |
| MIDA Replay, Heatmap & Insight | Not yet reached | 519 |
| Grapevine Post Purchase Survey | Not yet reached | 194 |
| IndexGPT: AI SEO for ChatGPT | Not yet reached | 124 |
Key Insights:
- Microsoft Clarity: AI Insights reached 1,000 reviews fastest — in 10 months since launch.
- 4 of the top 5 historical analysis apps haven't yet crossed 1,000 reviews — Propel Replay, Survey, Heatmap is closest at 616 cumulative.
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Top Historical Analysis Shopify Apps Ranked by Position
MIDA Replay, Heatmap & Insight holds the top spot for historical analysis with 34.7% market share, but the gap to challengers is closing, 28.9pp ahead of IndexGPT: AI SEO for ChatGPT (5.8%). Propel Replay, Survey, Heatmap sits at #3 with 12.6% share, rounding out the top tier. The top 3 apps together control 53.1% of historical analysis installs — a clear leadership tier with a meaningful long tail behind them. TiXel: Meta Pixel TikTok Pixel is the standout mover this month, climbing 8 positions — a momentum signal worth tracking. Worth noting: the top-ranked app and the highest-share app aren't the same here — App Store rank and our market share metric (computed from review counts and other factors) move on independent dynamics, so cross-checking both views matters in this category.
MIDA Replay, Heatmap & Insight (34.7%) and IndexGPT: AI SEO for ChatGPT (5.8%) sit close at the top of historical analysis apps, and TiXel: Meta Pixel TikTok Pixel climbed 8 positions this month. Current rank is a thin signal in this kind of mover-heavy category — recent climbers often have stronger 6-month trajectory than today's leader.
Live Ranking and Market Share Trends Across Historical Analysis Shopify Apps
MIDA Replay, Heatmap & Insight climbed from #2 (May 2026) to #1 (Sep 2026) — a 1-position gain among historical analysis apps over the charted window. Across the top 5 plotted historical analysis apps, 3 improved their ranking while 2 declined — the category is moving upward overall. MIDA Replay, Heatmap & Insight's share held near 34.7% from May 2026 to Sep 2026 — a stable install base for historical analysis apps rather than active gain or loss.
5 of 5 plotted historical analysis apps moved positions in this window — recent trajectory beats current rank as a signal when a category is reshuffling this actively.
Review Growth Velocity in Historical Analysis — Which Apps Grew Fastest
Microsoft Clarity: AI Insights is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 10 months since launch. The remaining 4 historical analysis apps tracked here are still building toward 1,000 — current cumulative review counts give the clearest picture of where each one stands today.
4 apps on this chart haven't yet crossed 1,000 reviews: Propel Replay, Survey, Heatmap at 616, MIDA Replay, Heatmap & Insight at 519, Grapevine Post Purchase Survey at 194, IndexGPT: AI SEO for ChatGPT at 124 cumulative reviews. Propel Replay, Survey, Heatmap is closest to the milestone — its current count puts it roughly 62% of the way to 1,000.
Microsoft Clarity: AI Insights is the only app in this set to have crossed 1,000 reviews so far — a useful signal for merchants that one app has already proved sustained adoption while the others remain in the "promising but unproven" tier of the historical analysis category.
Top 5 Apps in Historical Analysis
- MIDA Replay, Heatmap & Insight — Tops the historical analysis rankings with 34.7% market share and 4.9★.
- IndexGPT: AI SEO for ChatGPT — Climbed 1 position this month to rank #2 — 5.8% share, 4.9★.
- Propel Replay, Survey, Heatmap — Currently ranked #3 with 12.6% market share and 4.9★.
- Microsoft Clarity: AI Insights — Ranks #4 for historical analysis with 43.9% market share and 4.6★.
- Grapevine Post Purchase Survey — Ranks #5 for historical analysis with 1.4% market share and 5.0★.
Historical Analysis Shopify Apps — Frequently Asked Questions
1. What is the best historical analysis app on Shopify?
MIDA Replay, Heatmap & Insight ranks #1 for historical analysis apps with 34.7% market share, but the category is competitive — IndexGPT: AI SEO for ChatGPT is close behind at 5.8%, so the best fit depends on your store's specific needs.
2. Which historical analysis app has the highest market share on Shopify?
MIDA Replay, Heatmap & Insight holds the highest market share among historical analysis apps at 34.7% (+3.09pp vs 30 days ago). Market share here is estimated from each app's recent review velocity, with rank-weighted adjustment because positions in keyword search drive most installs.
3. How many historical analysis apps are tracked on Shopify?
ShopDigest tracks 96 historical analysis apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which historical analysis app is growing the fastest on Shopify?
TiXel: Meta Pixel TikTok Pixel has shown the strongest ranking momentum, climbing 8 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are historical analysis apps most popular on Shopify?
United States has the highest concentration of historical analysis app installs at 30.9%, followed by United Kingdom at 7.4%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for historical analysis on Shopify keyword pages?
For keyword pages, 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. This reflects the reality that Shopify keyword search traffic concentrates heavily at the top of results.
7. Which historical analysis app reached 1,000 reviews fastest on Shopify?
Microsoft Clarity: AI Insights hit 1,000 reviews in 10 months since launch — the fastest review ramp among tracked historical analysis Shopify apps. See the Review Champions chart above for the full race.
