Link Analysis Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for link analysis Shopify apps and see which apps are gaining the most install momentum. Review counts are the closest proxy to actual installs — Shopify doesn't publish install numbers — so review velocity is one of the strongest signals of merchant adoption for link analysis apps.
Link Analysis Shopify Apps — Full Reviews Table
All tracked link analysis Shopify apps ranked by total review count, with new reviews gained vs 30 days ago and average rating. Filter by country and date range; sort by reviews or review velocity.
| App | Reviews | Rating |
|---|---|---|
 BOOSTER AI SEO + AEO OPTIMIZER | 5,41050 | 4.9 |
 SearchPie: SEO, Speed & Schema | 2,42827 | 4.9 |
 Tiny SEO Speed Image Optimizer | 2,42053 | 5.0 |
 Smart SEO AI & Image Optimizer | 94420 | 4.9 |
 Webrex:AI SEO Optimizer Schema | 5836 | 4.9 |
 Schema Plus ‑ AI & SEO JSON‑LD | 5797 | 4.9 |
 Avada AI Content Blog Builder | 5678 | 4.9 |
 SEO King | 5394 | 4.7 |
 SEO Manager | venntov | 505 | 4.7 |
 404/301 SC Easy URL Redirects | 2952 | 4.8 |
Showing 1-10 out of 83
Key Insights:
- BOOSTER AI SEO + AEO OPTIMIZER leads link analysis apps with 5,410 total reviews — 2,982 more than SearchPie: SEO, Speed & Schema (2,428).
- Top 3 apps (BOOSTER AI SEO + AEO OPTIMIZER, SearchPie: SEO, Speed & Schema, Tiny SEO Speed Image Optimizer) hold 71.9% of all reviews across the top 10 tracked link analysis apps.
- Tiny SEO Speed Image Optimizer is gaining reviews fastest this month (+53) — strong recent install momentum.
- 9 of 10 top-reviewed link analysis apps gained new reviews this period; 0 saw no net additions.
Link Analysis Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 link analysis Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
Charts Data
| App | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| BOOSTER AI SEO + AEO OPTIMIZER | 5,25794 | 5,30750 | 5,36154 | 5,41756 | 5,46447 | 5,48925 |
| Tiny SEO Speed Image Optimizer | 2,25275 | 2,31058 | 2,36858 | 2,42355 | 2,47754 | 2,51740 |
| SearchPie: SEO, Speed & Schema | 2,34351 | 2,37835 | 2,40123 | 2,42827 | 2,45224 | 2,46614 |
| Smart SEO AI & Image Optimizer | 9048 | 91511 | 92510 | 94520 | 9527 | 9597 |
| Webrex:AI SEO Optimizer Schema | 56113 | 57110 | 5776 | 5836 | 5874 | 5947 |
Key Insights:
- BOOSTER AI SEO + AEO OPTIMIZER's cumulative reviews grew from 4,004 to 5,489 over the charted period — 1,485 new reviews accumulated.
- BOOSTER AI SEO + AEO OPTIMIZER's 5,489 cumulative reviews sit 9.2× above Webrex:AI SEO Optimizer Schema's 594 at the bottom of the plotted link analysis set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Link Analysis Shopify Apps
Race-style view of how the top 5 link analysis Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis. Adjust the milestone or app set with the filters above.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| BOOSTER AI SEO + AEO OPTIMIZER | 33 | 5,262 |
| SearchPie: SEO, Speed & Schema | 57 | 2,355 |
| Tiny SEO Speed Image Optimizer | 62 | 2,285 |
| Smart SEO AI & Image Optimizer | Not yet reached | 852 |
| Webrex:AI SEO Optimizer Schema | Not yet reached | 533 |
Key Insights:
- BOOSTER AI SEO + AEO OPTIMIZER reached 1,000 reviews fastest — in 33 months since launch.
- SearchPie: SEO, Speed & Schema crossed 1,000 reviews in 57 months — 24 months behind BOOSTER AI SEO + AEO OPTIMIZER.
- 2 of the top 5 link analysis apps haven't yet crossed 1,000 reviews — Smart SEO AI & Image Optimizer is closest at 852 cumulative.
⚠️ Data issue or feedback?
Reach out to us at [email protected].
Most-Reviewed Link Analysis Shopify Apps
BOOSTER AI SEO + AEO OPTIMIZER leads link analysis Shopify apps with 5,410 cumulative reviews and a 4.9★ average rating. SearchPie: SEO, Speed & Schema (2,428 reviews) and Tiny SEO Speed Image Optimizer (2,420 reviews) round out the top 3. Combined, the top 3 apps hold 71.9% of all reviews across the top tier — a clear leadership tier with a meaningful long tail behind them. Notable mover: Tiny SEO Speed Image Optimizer added the most new reviews this month (+53) — a strong recent install signal.
BOOSTER AI SEO + AEO OPTIMIZER (5,410) and SearchPie: SEO, Speed & Schema (2,428) sit close enough on cumulative reviews that current velocity matters more than the totals — for link analysis merchants, the apps adding reviews fastest right now (rather than the ones with the highest absolute count) are usually a better signal of current product-market fit.
Link Analysis Shopify Apps — Long-Term Review Trends
BOOSTER AI SEO + AEO OPTIMIZER accumulated 1,485 new reviews from Jan 2025 to Sep 2026, growing from 4,004 to 5,489 cumulative reviews — a steep addition rate for link analysis apps. Across the top 5 plotted link analysis apps, the steepest ongoing slopes mark the ones still actively winning new merchants — absolute review counts matter less than recent acceleration when picking apps in a category that's still growing.
Comparing link analysis apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while BOOSTER AI SEO + AEO OPTIMIZER's 5,489 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Link Analysis — Which Apps Grew Fastest
BOOSTER AI SEO + AEO OPTIMIZER reached 1,000 reviews in 33 months since launch — the fastest ramp among the top 5 link analysis apps tracked here. SearchPie: SEO, Speed & Schema in 57 months, and Tiny SEO Speed Image Optimizer took 62 months to cross the same milestone, a 29-month spread between the fastest and slowest in the set.
2 apps on this chart haven't yet crossed 1,000 reviews: Smart SEO AI & Image Optimizer at 852, Webrex:AI SEO Optimizer Schema at 533 cumulative reviews. Smart SEO AI & Image Optimizer is closest to the milestone — its current count puts it roughly 85% of the way to 1,000.
The 29-month gap between BOOSTER AI SEO + AEO OPTIMIZER's and Tiny SEO Speed Image Optimizer's time-to-1,000 highlights how unevenly product-market fit landed across this link analysis set — the leader found its merchant audience early, while late-rampers took multiple years to reach the same review depth. For merchants comparing these apps today, slower-ramping apps may have closed the functionality gap but still operate on smaller review bases.
Top 5 Apps in Link Analysis
- Smart SEO AI & Image Optimizer — Has accumulated 959 reviews for link analysis at a 4.9★ average.
- IndexGPT: AI SEO for ChatGPT — Has accumulated 144 reviews for link analysis at a 4.9★ average.
- Tiny SEO Speed Image Optimizer — Has accumulated 2,517 reviews for link analysis at a 5.0★ average.
- BOOSTER AI SEO + AEO OPTIMIZER — Has accumulated 5,489 reviews for link analysis at a 4.8★ average.
- Redirect Hero ‑ Fix 404 links — Has accumulated 155 reviews for link analysis at a 5.0★ average.
Link Analysis Shopify Apps — Frequently Asked Questions
1. Which link analysis app has the most reviews on Shopify?
BOOSTER AI SEO + AEO OPTIMIZER has the most reviews among link analysis Shopify apps with 5,410 total reviews, ahead of SearchPie: SEO, Speed & Schema at 2,428. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure link analysis app popularity on Shopify?
Reviews are the closest publicly available proxy for install volume on Shopify — Shopify doesn't publish install counts, so cumulative reviews and review velocity are the standard way to measure adoption. For link analysis apps, this page shows total reviews, new reviews per month, and time-to-1,000 reviews so you can compare both established scale and current momentum.
3. Which link analysis app is gaining reviews fastest on Shopify?
Tiny SEO Speed Image Optimizer is gaining the most new reviews this month among link analysis apps, adding 53 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which link analysis app reached 1,000 reviews fastest on Shopify?
BOOSTER AI SEO + AEO OPTIMIZER hit 1,000 reviews in 33 months since launch — the fastest review ramp among tracked link analysis Shopify apps. Use the "Fastest to 1,000 Reviews" chart above to compare against other apps or change the milestone (5,000, 10,000, etc.).
5. What is the average rating for top link analysis Shopify apps?
The top 5 link analysis apps average 4.9★ across 11,287 combined reviews — a strong overall quality benchmark. Individual ratings appear in the table above; sort by Reviews to see how rating varies across the most-installed apps.
6. Why does the most-reviewed link analysis app differ from the highest-share app on Shopify?
BOOSTER AI SEO + AEO OPTIMIZER has accumulated the most reviews over time (5,410), but Tiny SEO Speed Image Optimizer currently holds higher market share. Cumulative reviews reflect long-running merchant adoption, while market share is computed from recent review velocity — so a faster-ramping newer app can lead share before its cumulative reviews catch up.
7. How often are review counts for link analysis apps updated on Shopify?
Review counts and rating data refresh weekly on this page. The Reviews Trend chart aggregates monthly intervals by default — switch to weekly granularity for shorter-term signals or yearly for macro trends.
