Google Maps Ranking Checker 2026: The Honest Comparison of 5 Tools (Plus the Free GeoGrid Scan That Actually Works)

If you've been told your business "ranks #1 on Google Maps" by an SEO agency, your rank tracker, or your own check from your office, there's a very good chance the number is wrong. Not slightly wrong — directionally wrong. Most Google Maps ranking checkers report a single number that's an average across many search locations and times, which obscures the only ranking metric that actually matters: where you rank when the customer searches from their phone.

This guide does two things. First, it gives you a free Google Maps ranking checker that maps your real Map Pack position across every grid square in your service area — the same GeoGrid methodology high-end agencies pay $4,000–$10,000/year to access elsewhere. Second, it gives you an honest comparison of the five main paid and free Google Maps rank checker tools so you can pick the right one for your situation.

If you came here for a 30-second answer: run a free GeoGrid scan. It shows you the truth your existing tools are hiding.

Run a Free Google Maps Ranking Check Right Now

The fastest way to see whether your Google Maps ranking is real is to run a GeoGrid scan. A GeoGrid generates a heatmap that scans your Map Pack position from 25–169 different geographic points in your service area, simulating what a customer sees from each location. It's the same methodology that paid tools like Local Falcon and BrightLocal use — but the Digital Domination AI Trust Scan runs the baseline scan free, with no credit card and no email gate beyond the report delivery.

You'll get back:
- A grid heatmap showing your exact rank at each scan point (green = top 3, yellow = page 1 but not top 3, red = beyond page 1)
- Your "Map Pack coverage percentage" — the share of your service area where you actually rank top 3
- Identification of dead zones where you're invisible to customers
- The three nearest competitors who are eating your business in those zones

If your free GeoGrid scan shows green everywhere, you're already winning. If it shows yellow or red — even in places where your rank tracker says you're "#1" — your tracker is lying to you, and this guide will show you why.

→ Start your free GeoGrid scan

Why a Single Rank Number Is Almost Always a Lie

The single biggest misunderstanding about Google Maps ranking is the idea that there is one ranking number for your business. There isn't. Your Google Maps Pack rank changes based on:

• Where the searcher is standing (S2 cell occupancy, neighborhood, and proximity to your physical location)
• What device they're on (mobile vs desktop, browser, OS)
• Whether they're signed into Google (personalization)
• What time and day they search (peak hours have different ranking weights than off-hours)
• What exactly they typed (singular vs plural, "near me" appended or not, voice search variants)
• Their search history (re-ranking based on prior interactions)
• The local Map Pack saturation (some markets have 50+ local businesses competing for the 3 slots; some have 5)

A traditional rank tracker that reports "you rank #2 for 'plumber near me'" is collapsing all of those variables into a single number. That number is typically a weighted average across a small handful of measurement points, none of which may correspond to where your actual customers are searching from. The number is technically accurate and operationally meaningless.

The Math of Why Averages Lie

Consider a Las Vegas HVAC contractor whose physical office is in central Las Vegas. They rank #1 for "hvac repair las vegas" when the search originates within roughly 2 miles of their office. They rank #15 when the search originates from Summerlin (a wealthy Vegas neighborhood ~10 miles west) and #18 when it originates from Henderson (a separate city ~13 miles southeast).

Their rank tracker averages these three measurements and reports a position of #11.3. Their SEO agency sees that and tells them they're "almost on page 1." The reality is they own the Map Pack near their office and are completely invisible in two of the three highest-revenue zip codes in the metro. They're losing roughly 60% of their addressable market — and their dashboard says they're winning.

Multiply this by every service business that operates over a metropolitan area, and you see the structural problem with Google Maps ranking checkers that report a single number. The number is mathematical fiction. What you actually need is a geographic distribution of rankings — a heatmap — that shows you exactly where you win and where you're invisible.

Why Tools Report Averages

Tool vendors report a single number because dashboards are easier to sell than heatmaps. A salesperson can demo a number going from #11 to #4 in three months. They can't easily demo a heatmap going from 23% green to 71% green. The single number wins the SaaS sale even when it loses the customer the deal.

Two consequences follow. First, most agencies that use these single-number tools are unintentionally lying to their clients — they themselves believe the dashboard. Second, almost no agency has the technical depth to read a heatmap correctly and design a 12-week deployment around fixing dead zones rather than chasing an average. The agencies that can do this are the agencies that win Google Maps Pack at scale.

What You Actually Need

To see the truth about your Google Maps ranking, you need three things:

1. A geographic grid scan that measures your rank at 25–169 distinct points across your service area (not a single average)
2. A way to interpret which grid points matter most (proximity to high-revenue neighborhoods, not just raw rank distribution)
3. A competitive overlay showing who's beating you in your dead zones, so you can target your deployment

That's what a real Google Maps ranking checker provides. Most of the tools below provide #1. A handful provide #1 and #2. Only one — the AI Trust Scan GeoGrid — provides all three free.

The 5 Google Maps Ranking Checker Tools Compared

The Google Maps ranking checker market has consolidated around five credible tools. Each has a different methodology, price point, and use case. Below is the honest tradeoff analysis.

1. Free GeoGrid Scan (Digital Domination AI Trust Scan)

What it does: Runs a full GeoGrid scan of your Google Maps ranking across 49–169 grid points in your service area, returns a heatmap with rank at each point, identifies dead zones, and includes a competitor overlay showing the top 3 firms beating you in each dead zone.

Methodology: Combines GeoGrid distribution sampling with the proprietary AI Trust Score methodology that scores your business against 23 trust signals Google's algorithm weights for local ranking. The GeoGrid is the same approach as Local Falcon, run as a one-time baseline scan free.

Pricing: Free for a one-time baseline scan. Subsequent scheduled re-scans and AI Trust Score deployment work happens inside the Maps Domination Program™ for clients running the 12-week protocol.

Strengths: Free without a credit card or trial conversion. Includes competitor overlay (most free trials don't). Includes the AI Trust Score diagnostic alongside the rank check (most tools don't). Built by an agency that actually deploys the methodology, not a SaaS vendor selling subscriptions.

Weaknesses: One-time baseline only — for scheduled re-scans across many locations, you'll eventually need either the Maps Domination Program™ or a paid tool. Doesn't offer the same SaaS-style multi-client dashboard a true agency platform like BrightLocal does.

Best for: Local service businesses that want to see their real Map Pack position before deciding whether to invest in SEO, or to validate what their current agency is telling them. Run a free scan.

2. Local Falcon

What it does: GeoGrid scanning across 9–169 grid points around a business location. Reports rank distribution, share of voice, and trend over time. Industry standard for grid-based Map Pack rank tracking.

Methodology: Pure GeoGrid distribution sampling, scheduled or on-demand. Strong UI for visualizing the heatmap and overlaying competitors.

Pricing: Starts around $24.99/month for individual scans, scales to $250+/month for agency plans handling multiple locations and scheduled scans.

Strengths: Best-in-class UI for GeoGrid visualization. Strong API. Established in the agency market. Scheduled re-scans, historical comparison, and competitor tracking included.

Weaknesses: Per-scan pricing model adds up quickly when monitoring many locations. The free trial is limited and credit-card gated. UI focuses heavily on the grid view without contextualizing the underlying ranking factors — knowing you have a dead zone in Henderson doesn't tell you why.

Best for: SEO agencies managing 10+ client locations who need a polished dashboard and scheduled tracking. Less ideal for a single local business owner who needs to act on the data once.

3. BrightLocal

What it does: Combination Map Pack rank tracking, GBP audit, citation management, and review monitoring. Reports rank from a single point or a small grid.

Methodology: Multi-tool platform — rank tracking is one of many features. Uses sampling from configurable measurement points; not as granular as Local Falcon's full GeoGrid by default.

Pricing: Starts $39/month for individual plans, $79/month for agency plans, $149/month for agency unlimited. Multi-tool bundle means you're paying for citation management and audits whether you use them or not.

Strengths: All-in-one local SEO platform — citation building, GBP audit, review aggregation, rank tracking under one subscription. Strong reporting for agencies managing many clients. Excellent customer support.

Weaknesses: Rank tracking specifically is less granular than Local Falcon's pure-GeoGrid focus. The "single rank number" problem is more pronounced here unless you specifically configure multi-point grids. Bundled pricing means you're often paying for features you don't use.

Best for: SEO agencies that want a single-tool platform for citation building, GBP audit, and rank tracking under one subscription. Less ideal as a pure rank tracker if you don't need the other modules.

4. Whitespark Local Rank Tracker

What it does: Local rank tracking across multiple search locations, multiple cities, and competitor monitoring. Designed specifically for local SEO rank tracking, not bundled with other tools.

Methodology: Multi-location sampling. Less GeoGrid-centric than Local Falcon, more focused on city-level tracking across many target keywords.

Pricing: Starts $20/month for small businesses, $48/month for agencies, $96/month for enterprise. Per-keyword pricing model.

Strengths: Pure focus on local rank tracking — no bundle. Founder Darren Shaw is one of the most respected voices in local SEO; the methodology reflects deep domain expertise. Strong for monitoring rank across many target cities for one business (e.g., a multi-location operator).

Weaknesses: Less GeoGrid-granular than Local Falcon. Per-keyword pricing scales unpredictably for businesses tracking many local terms. UI feels older than competitors.

Best for: Local SEO professionals who want a pure rank tracker (no citation/audit bundle) and value depth over breadth.

5. Semrush Map Rank Tracker

What it does: Map Pack rank tracking built into the broader Semrush SEO platform. Tracks position changes, competitor overlap, and SERP feature ownership.

Methodology: Multi-location sampling integrated with Semrush's broader keyword research, backlink analysis, and traffic analytics.

Pricing: Available as part of Semrush Pro ($139.95/month), Guru ($249.95/month), or Business ($499.95/month) plans. Map Rank Tracker is an add-on (~$40/month) on top of base subscription.

Strengths: Integrated with the full Semrush SEO suite — keyword research, backlink data, organic traffic estimates, competitor analysis all in one tool. If you already pay for Semrush, adding Map Rank Tracker is incremental.

Weaknesses: Most expensive option by a wide margin once you factor in the base Semrush subscription. Map Rank Tracker is a secondary feature in the Semrush stack — the GeoGrid granularity and specialized local-SEO methodology aren't as deep as Local Falcon's. Overkill for businesses that just want a rank check.

Best for: Marketing teams that already use Semrush for organic SEO and want to bolt on Map Pack tracking. Not the right starting point for a local business that just needs to check Map Pack ranking.

Side-by-Side Tool Comparison

The 60-Second Manual Check (Zero Tools Required)

If you want to verify your Google Maps Pack position right now without using any tool, here's the manual method.

Steps

1. Open an incognito browser window (this prevents personalization from skewing the result).
2. Open Google Maps directly in the incognito window.
3. Search for your primary target keyword + city — e.g., "hvac repair las vegas" or "personal injury lawyer phoenix." Don't search for your business name. Search for what your customers search for.
4. Look at the Map Pack (the first 3 businesses Google shows with a map). If your business is in the top 3, you're winning.
5. Then click "View all" to see the full Map Pack ranking beyond the top 3. Scroll down. Your business is wherever it shows up in that list.
6. Repeat with the search location changed to a different neighborhood. In Google Maps, you can drag the map view to a different location and re-run the search. Test from each major neighborhood in your service area.

Why This Works

The incognito window plus Google Maps direct search eliminates the two biggest sources of measurement error: personalization (your search history influencing rankings) and geolocation drift (your laptop's IP-derived location not matching your customers' actual search locations). Dragging the map to test different neighborhoods is the manual equivalent of a GeoGrid scan — it shows you the same geographic ranking distribution paid tools generate automatically.

The downside is that doing this manually for 50–100 grid points across your service area takes hours. The free GeoGrid scan does the same thing in 30 seconds — but the manual method works in a pinch and validates that the automated tools are reporting honestly.

How GeoGrid Scanning Works Under the Hood

A GeoGrid scan generates a rectangular grid centered on your business location. Each grid point becomes a virtual searcher. The tool runs your target keyword from each grid point and records your Map Pack rank, the businesses ranking above you, and the overall Map Pack composition at that point. The output is a heatmap.

Three configuration variables affect the quality and cost of the scan:

Grid radius: how far out from your business location the scan extends. For a hyper-local business like a barbershop, a 2-mile radius is sufficient. For a regional service business like a roofer covering the full Phoenix metro, a 25-mile radius is the minimum.

Grid density: how many grid points within the radius. A 5×5 grid (25 points) is the minimum useful density. A 13×13 grid (169 points) gives the most granular heatmap. More density = more data = more accurate competitive intelligence, but also more processing time per scan.

Search keyword: the GeoGrid scans one keyword at a time. To understand your full Map Pack position, you typically need to scan your 3–5 primary commercial-intent keywords separately, not just your highest-volume single term.

The AI Trust Scan defaults to a 7×7 (49-point) grid for the free baseline scan, with grid radius scaled to your service area. That's enough resolution to identify all major dead zones and competitor overlap, while keeping the scan fast and free.

How to Read a GeoGrid Heatmap

A GeoGrid heatmap is your single most important Map Pack diagnostic. Here's how to read one correctly.

Color coding

• Dark green: rank 1
• Light green: rank 2–3 (top 3 = Map Pack visible)
• Yellow: rank 4–10 (visible only if user expands "view all")
• Orange: rank 11–20 (page 2 territory, very low click probability)
• Red: rank 21+ (essentially invisible)

Patterns that matter

Concentric rings: green at the center fading outward to yellow then red. This is the typical pattern for a business that's well-optimized at its physical location but hasn't built coverage across the service area. The fix is hub-and-spoke neighborhood content silos. See the Google Maps SEO methodology for the deployment pattern.

Patchy green/red distribution: green and red points alternating without a clear center-out gradient. This typically indicates inconsistent NAP data, citation quality issues, or review velocity gaps. Each red zone has a specific underlying cause worth diagnosing individually.

Wide red zones with a competitor consistently ranking #1 in those zones: this is geographic competitor lock — a competitor has deeper S2 cell occupancy in those zones than you do. The fix is targeted neighborhood content + review velocity acceleration in the locked zones.

Solid green across the whole grid: you've achieved Map Pack saturation. Focus shifts from acquisition to defense — Geolock Defense Matrix™ prevents competitors from displacing you, and Review Velocity Protocol™ maintains your lead.

For most local service businesses, the typical starting point is concentric rings (green center, red edges) and the typical winning state is solid green across 80%+ of the grid.

When to Upgrade from Free to Paid Tools

A free GeoGrid baseline scan is sufficient for most local businesses to see their true Map Pack position and identify dead zones. You'll want to upgrade to a paid Google Maps ranking checker tool — or move into a managed deployment program — in four scenarios.

You Need Scheduled Re-Scans

If you're running an active SEO deployment, you want weekly or biweekly GeoGrid re-scans to confirm the deployment is moving your heatmap from red to green. The free baseline scan is a snapshot. Scheduled re-scans are a time series. Paid tools like Local Falcon and BrightLocal handle scheduled scans natively. The Maps Domination Program™ includes weekly GeoGrid re-scans as part of the 12-week deployment so you can see the rank-change trajectory week by week.

You Manage Multiple Clients or Locations

Agencies managing 10+ client locations need a dashboard that aggregates GeoGrid scans across all clients. The free baseline is per-business. Paid agency platforms (Local Falcon agency plans, BrightLocal agency tier) handle multi-client dashboards.

You Want Time-Series Historical Data

Paid tools maintain a historical record of every GeoGrid scan you've ever run, letting you correlate ranking changes to specific deployment events ("ranking jumped on the week we updated citations," etc.). The free baseline doesn't carry historical context. If you're a data-driven SEO operator, paid tools' historical tracking is worth the subscription.

You're Running a 12-Week Protocol and Need Week-by-Week Tracking

If you're inside the Maps Domination Program™ or running a similar structured deployment, weekly GeoGrid re-scans are built into the protocol. The combination of GeoGrid tracking + AI Trust Score retesting + Review Velocity Protocol™ measurement gives you a multi-axis view of deployment health that no off-the-shelf tool provides on its own. See the full 12-week protocol.

Common Google Maps Ranking Checker Mistakes

Five mistakes show up repeatedly when local businesses try to check their own Map Pack rank.

Mistake 1: Checking from your own office

Your laptop's IP location is your office. When you Google search for your business from your office, you're checking the one location where you're most likely to rank well — proximity is a major Map Pack ranking factor. The result is misleading. Test from incognito + use Google Maps' drag-to-relocate feature, or just run a GeoGrid scan.

Mistake 2: Trusting a single rank number

If your tool reports "you rank #4 for 'plumber phoenix,'" ask "from where?" If the answer is "the average across our measurement points," the number is a statistical artifact, not a customer-relevant ranking. See the math of why averages lie section above.

Mistake 3: Confusing the Local Pack with organic ranking

The Map Pack (the 3-business pack with a map) and the organic blue links are separate ranking systems with separate algorithms. Your Map Pack rank and your organic rank for the same keyword are often completely different numbers. Don't confuse "we're #1 on Google" (which usually refers to organic) with "we're in the Map Pack" (which is the only ranking that drives most local-service phone calls).

Mistake 4: Ignoring branded query rankings

If you search for your business by name and Google shows you a knowledge panel, that's not a ranking signal — that's brand recognition. Every business shows its own knowledge panel on its own branded search. The ranking that matters is for non-branded commercial-intent keywords ("plumber [city]," not "[your business name]").

Mistake 5: Checking once and assuming it holds

Map Pack rankings fluctuate. A baseline check is a starting point, not a permanent state. Algorithm updates, competitor activity, and review-velocity changes all shift rankings on weekly and monthly cycles. Re-check at least monthly; weekly if you're inside an active deployment.

Frequently Asked Questions

What's the best free Google Maps ranking checker?

The AI Trust Scan GeoGrid is the only fully free GeoGrid scan that doesn't require a credit card or convert to a trial. It runs a 49–169 point grid scan of your Map Pack rank, returns a heatmap with dead zone identification, and includes a competitor overlay. Local Falcon offers a limited free trial that converts to paid. BrightLocal and Semrush have 14-day free trials behind credit cards.

Why does my rank checker show me at #3 but I don't see myself when I search?

You're searching from a location that's outside the geographic zone where you rank #3. Your rank checker is reporting an average or a single measurement point that doesn't correspond to where you're physically standing. Run a GeoGrid scan to see the geographic distribution of your actual ranking.

How often should I check my Google Maps ranking?

Monthly minimum for a baseline check. Weekly if you're inside an active SEO deployment. Daily checking is unnecessary for most businesses — Map Pack rankings move on weekly+ cycles, not daily.

Is there a Google Maps ranking checker that's 100% accurate?

No. Every Map Pack ranking checker introduces measurement error because Map Pack rankings vary by personalization, location, device, and time-of-day in ways no tool can perfectly replicate. The best you can do is reduce measurement error by using GeoGrid sampling (many points) instead of single-point checks, and by re-running scans on a schedule to smooth out short-term volatility.

What's the difference between Local Falcon and the free GeoGrid scan?

Both use GeoGrid distribution sampling. Local Falcon is a paid SaaS tool starting at $24.99/month with a polished dashboard, scheduled re-scans, historical tracking, and multi-location support. The free AI Trust Scan runs a one-time baseline scan with the same GeoGrid methodology, plus an AI Trust Score diagnostic and competitor overlay, free with no credit card. Local Falcon is built for agencies managing many clients over time. The AI Trust Scan is built for businesses that need to see the truth once before deciding whether to deploy.

Do Google Search Console or Google Analytics show my Map Pack ranking?

No. Google Search Console reports impressions and clicks for organic search results and Map Pack appearances combined, but it doesn't report your rank position for Map Pack queries separately. Google Analytics doesn't report Map Pack rank at all — only traffic that came from Google Business Profile views or direct visits. To check Map Pack rank specifically, you need a tool that does live Map Pack scraping with geographic targeting.

Can I check my competitors' Google Maps ranking?

Yes. Every Google Maps ranking checker tool listed above can run scans for competitor businesses, not just your own. Most useful: scan a competitor with a GeoGrid, then overlay your own heatmap against theirs to see exactly where they're winning your geography. The free AI Trust Scan includes a top-3-competitor overlay by default.

What's a "GeoGrid" scan, and why is it different from a regular rank check?

A regular rank check measures your Map Pack position from one location (typically wherever the tool's server is located, or wherever you configured a single measurement point). A GeoGrid scan measures your rank from 25–169 different geographic points distributed across your service area, generating a heatmap that shows your rank at each point. The GeoGrid surfaces geographic variation in your rank that a single-point check completely misses.

How many grid points should my GeoGrid scan use?

A 7×7 grid (49 points) is the recommended minimum for actionable insight — that's what the free AI Trust Scan defaults to. A 13×13 grid (169 points) gives more granular heatmaps and is worth running once you've completed a baseline scan and want deeper diagnostic resolution. More than 169 points is rarely useful and just adds processing time.

Can a Google Maps ranking checker help me get to #1 in the Map Pack?

By itself, no — a ranking checker is a measurement tool, not a deployment tool. The checker tells you where you stand. Improving your rank requires fixing the underlying ranking factors (NAP consistency, citation density, review velocity, content depth, S2 cell occupancy, neighborhood content silos, AI Trust Score signals). A good ranking checker tells you exactly where to focus the deployment. See the Maps Domination Program™ for the full deployment methodology.

What's the difference between Map Pack rank and "Local 3-Pack" rank?

They're the same thing. "Map Pack," "Local Pack," and "Local 3-Pack" all refer to the 3-business pack with a map that Google displays at the top of local search results. Some tools and SEO writers use different names, but the ranking surface is identical.

Can I check Google Maps ranking on a mobile device differently than on desktop?

Yes — and you should. Mobile and desktop Map Pack rankings can differ meaningfully because of how Google weights proximity and personalization differently across devices. Most paid Google Maps ranking checker tools let you configure mobile vs desktop measurement separately. For the free baseline scan, mobile vs desktop variance is usually within 1–2 positions and not the most useful diagnostic to optimize for first — fix geographic distribution before device-level optimization.

How accurate is the AI Trust Scan's free GeoGrid?

Methodologically identical to Local Falcon's paid GeoGrid (same grid distribution sampling approach, same Map Pack scraping methodology). The free baseline scan is a one-time snapshot — if you need scheduled re-scans, multi-client dashboards, or historical tracking, you'll move to a paid tool or into the Maps Domination Program™ which includes weekly scans. For a one-time truth check, the free scan is as accurate as the $250/month tools.

What should I do after I run a Google Maps ranking check and see my dead zones?

Three options ordered by complexity:

1. DIY fix: identify the top 2–3 dead zones and build neighborhood-specific content (a /services-in-[neighborhood]/ page per zone) with proper hub-and-spoke linking back to your city hub. Acquire 3–5 reviews in each zone from customers who live there. Re-scan in 30 days.
2. Specialist agency: hire an agency that specializes in Map Pack deployment (not generic SEO) to fix the dead zones systematically. See our agency comparison for vetting criteria.
3. Performance-guaranteed deployment: enroll in the Maps Domination Program™ for a 12-week top-3 Map Pack guarantee. Includes baseline scan, weekly re-scans, AI Trust Score deployment, Geolock Defense Matrix™, and Review Velocity Protocol™. Top-3 in 12 weeks or you don't pay the success fee.

Why This Guide Exists

Most "best Google Maps rank checker" articles online are affiliate content. The author gets paid commission when you sign up for one of the tools they're "comparing." That's why the "winner" in 80% of these articles is whichever tool pays the highest affiliate commission, not whichever tool is actually best for the reader.

This guide isn't affiliate content. We list our own AI Trust Scan at #1 because it's free with no credit card, includes a competitor overlay most paid tools don't, and is built by an agency that actually deploys the methodology rather than a SaaS vendor selling subscriptions. The other four tools are credible alternatives — Local Falcon, BrightLocal, Whitespark, and Semrush all have legitimate use cases — but each costs money and each has tradeoffs you should understand before subscribing.

If the AI Trust Scan baseline shows you that your Map Pack ranking isn't where you thought it was, you have three options as outlined in the previous FAQ. If the scan shows you're already winning, you don't need any of these tools. Either way, you'll have ground truth instead of a dashboard fiction.

Next Step: Run Your Free Baseline Scan

The 30 seconds it takes to run a free GeoGrid scan will tell you more about your actual Map Pack position than 30 days of staring at a single-number dashboard. Run the scan. Look at the heatmap. Then decide whether your current Google Maps ranking checker has been telling you the truth.

→ Start your free AI Trust Scan

For broader context on how Map Pack ranking actually works in 2026, see the Google Maps SEO methodology, the AI SEO pillar, and the AI Overviews pillar. For vertical-specific Map Pack deployment, see the HVAC, plumber, roofer, dentist, and personal injury lawyer methodologies. For agency comparison, see the best Google Maps SEO agencies listicle.

→ Apply for the Maps Domination Program

Last updated 2026-05-12. Tool pricing and feature comparisons reviewed against vendor websites as of May 2026. We re-audit this comparison quarterly. If a tool's pricing or feature set has changed and isn't reflected here, contact us for an update.