Independent technical audit

sellersprite.ai

Overall AI readiness score

A combined result across all audit signals.

Average

AI readiness audit: 8/28/2026Public technical data

Overall AI readiness assessment

How ready sellersprite.ai is for AI systems

70/100

SellerSprite (sellersprite.ai) received an AI-readiness score of 70/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 0%; no Schema.org types were detected and 0 OpenGraph tags were detected. Results reflect the public site response observed on 2026-08-28T00:53:06.497Z.

Audit context

llms.txt is accessible and contains 2,800 tokens. An expanded llms-full.txt is also available with 99,355 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. No Schema.org type was detected on the homepage. 0 OpenGraph tags were found and markup completeness is 0%, leaving more entity interpretation to crawlers.

The mobile Lighthouse profile adds Performance 31/100, Accessibility 92/100, Best Practices 54/100, SEO 85/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
Expanded llms-full.txt
1 sitemap declaration

Priority improvements

1Add JSON-LD for the organisation, website, and core entities.
2Complete OpenGraph and canonical homepage metadata.
3Reduce mobile rendering delay and main-thread work.

llms.txt tokens2,800

llms-full.txt tokens99,355

ai.txt

sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse

Performance

Accessibility

Best Practices

Technical SEO

Agentic Browsing

What these results mean

Mobile performance is 31/100, with the largest visible content block appearing in 5.9 s and the browser main thread blocked for 3,220 ms. Layout shift was 0.038. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.

Accessibility scored 92/100, Best Practices 54/100, and technical SEO 85/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

Free the main thread and accelerate the first view

Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.

Reduce code that loads without helping the page

Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.

Reduce network delay

Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.

Make controls unambiguous

Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.

FCP4.4 s

First content

LCP5.9 s

Main content

CLS0.038

Layout stability

TBT3,220 ms

Blocking time

SI11.5 s

Visual speed

Metric glossary

FCP · First content: When the first text or image appeared on screen.
LCP · Main content: When the largest visible element in the first viewport rendered.
CLS · Layout stability: How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time: How long the browser main thread could not respond quickly to input.
SI · Visual speed: How quickly the visible viewport filled with content.

8/28/2026Lighthouse 13.4.1Mobile profile

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://sellersprite.ai/llms.txt

llms-full.txt

Full version is available

https://sellersprite.ai/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://sellersprite.ai/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Schema.org markup was not found on the homepage

OpenGraph

OpenGraph tags were not found on the homepage

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned

OAI-SearchBotNot mentioned

ChatGPT-UserNot mentioned

Google-ExtendedNot mentioned

ClaudeBotNot mentioned

Claude-SearchBotNot mentioned

Claude-UserNot mentioned

BytespiderNot mentioned

CCBotNot mentioned

PerplexityBotNot mentioned

Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

https://sellersprite.ai/sitemap.xml

# SellerSprite

> One-stop Amazon seller toolkit, providing keyword research, product analysis and more.

## Home
- [SellerSprite: Amazon FBA Tools for Profitable Growth](https://sellersprite.ai/): Turn market signals into measurable profit with SellerSprite. Find winnable niches, map keyword demand, analyze competitors, and optimize listings.
- [SellerSprite English Home: Amazon Tools Overview](https://sellersprite.ai/en/): Explore product research, keyword research, tracking, and AI listing tools designed to grow your Amazon business.
- [SellerSprite JP Home: Amazon Tools for Japan](https://sellersprite.ai/jp): Visit the Japanese homepage for localized product research and keyword tools.

## Function Homepage
- [SellerSprite Pricing: Plans for Amazon Research](https://sellersprite.ai/en/price): Simple plans for product research, keyword tools, reverse ASIN, rank tracking, and team features. Start free, scale when ready.
- [SellerSprite Extension: Amazon Data in Your Browser](https://sellersprite.ai/en/sellersprite-extension): Chrome extension for instant product research, keyword insights, reverse ASIN, and competitor checks while you browse Amazon.
- [SellerSprite FBA Calculator: Profit and Fees Estimator](https://sellersprite.ai/v2/tools/fba-calculator): Estimate FBA fees, profit margin, ACOS targets, and TACOS impact by marketplace. Plan pricing and ads with clear numbers.
- [SellerSprite Competitor Research: Storefront & ASIN Tracker](https://sellersprite.ai/v3/competitor-lookup): Track competitor storefronts and ASINs, monitor new launches, price, BSR and ratings, export data to guide product research and launch timing.
- [SellerSprite Product Research: Validate Demand & Competition](https://sellersprite.ai/v3/product-research): Validate demand, trends and competition, filter by category and price band, find products with profit margin and realistic ranking paths.
- [SellerSprite Category Insights: Market Size & Trends](https://sellersprite.ai/v2/market-research): Size markets, compare brands and price bands, spot growth windows and barriers to entry before committing to inventory.
- [SellerSprite Keyword Research: Search Volume & Ideas](https://sellersprite.ai/v2/keyword-research): Find search volume, related and long tail terms, build a keyword set that supports listing optimization and PPC.
- [SellerSprite ABA Finder: Brand Analytics Keyword Ideas](https://sellersprite.ai/v3/aba-research): Use Brand Analytics to surface high value keywords and click share, expand SEO and ads with data backed ideas.
- [SellerSprite Design Patent: Check Similarity Risks](https://sellersprite.ai/v3/patent): Screen for potential design patent conflicts, reduce infringement risk, and move compliant product ideas forward.
- [SellerSprite Brand Database: Global Trademark Lookup](https://sellersprite.ai/v3/branddb): Search global trademarks, check status and classes, reduce IP risk when naming brands and launching new products.
- [SellerSprite My Product List: Save & Organize Ideas](https://sellersprite.ai/v3/product-store): Save product ideas, tag and group them, export to share with sourcing, sampling and launch teams.
- [SellerSprite Keyword Mining: Discover High-Value Terms](https://sellersprite.ai/v3/keyword-miner): Discover high value and long tail keywords, view trends and relevance, build a conversion focused SEO plan.
- [SellerSprite Reverse ASIN: Competitor Ranking Keywords](https://sellersprite.ai/v3/keyword-reverse): Uncover competitor ranking keywords and traffic share, fuel listing optimization and PPC targeting.
- [SellerSprite Traffic Comparison: Keyword Share by ASIN](https://sellersprite.ai/v3/keyword-comparison): Compare multiple ASINs on the same terms, see rank and estimated click share, find openings to win traffic.
- [SellerSprite Keyword Conversion: Estimate Sales Impact](https://sellersprite.ai/v3/keyword-conversion-rate): Estimate conversions and sales impact by keyword, prioritize high yield terms to improve revenue per click.
- [SellerSprite Realtime Bid Tracker: Suggested PPC Bids](https://sellersprite.ai/v3/real-time-bidding): See suggested bid ranges in real time, control ACOS and TACOS while scaling profitable campaigns.
- [SellerSprite Index Checker: Track Keyword Ranks Fast](https://sellersprite.ai/v2/keyword-checker): Simulate searches to check ASIN ranks, monitor organic and ad positions, verify listing optimization impact.
- [SellerSprite My Keyword List: Save, Tag, Export Terms](https://sellersprite.ai/v3/keyword-store): Save and tag keywords, export lists, connect research to listing copy and ads workflows.
- [SellerSprite Ads Insights: PPC Spend, ACOS, TACOS](https://sellersprite.ai/v3/ads-insights): Monitor ad spend, clicks and conversions, focus budget on profitable terms, reduce ACOS and improve TACOS.
- [SellerSprite Related Products: Similar, Ads, Also Bought](https://sellersprite.ai/v3/relation-keyword): Analyze similar items, ad adjacencies and Also Bought, uncover bundles, substitutes and cross sell angles.
- [SellerSprite Keyword Distribution: Organic vs Ad Share](https://sellersprite.ai/v3/reversing): See organic versus ad share by keyword, adjust titles and bids to grow clicks and conversions.
- [SellerSprite Review Analysis: Mine Pros, Cons, Themes](https://sellersprite.ai/v3/review-analysis): Aggregate review themes to find defects and selling points, guide A+ content, images and product improvements.
- [SellerSprite Product Tracker: Monitor ASIN Sales & BSR](https://sellersprite.ai/v2/product-tracking): Track daily and monthly sales and BSR trends, watch price changes and stockouts, time reorders and pricing.
- [SellerSprite Amazon Keyword Tracker: Daily Ranks & Alerts](https://sellersprite.ai/v2/keyword-tracking): Monitor rank shifts and competitor moves, get alerts for drops and suppressions, protect core traffic.
- [SellerSprite Storefront Tracker: New Listings Monitor](https://sellersprite.ai/v2/store-tracking): Monitor store launches and category mix, spot hot sellers and cadence, reuse insights for your launch rhythm.
- [SellerSprite Listing Builder: AI Amazon Copywriter](https://sellersprite.ai/v3/listing-builder): Generate titles, bullets and descriptions from keywords and competitors, speed up listing optimization.
- [SellerSprite Sales Estimator: BSR to Sales Forecast](https://sellersprite.ai/v2/tools/sales-estimator): Estimate daily and monthly sales from BSR by marketplace, plan inventory with quick, free projections.
- [SellerSprite Profit Calculator: FBA Fees & Margin](https://sellersprite.ai/v3/calculator/index): Estimate FBA fees and profit margin, set breakeven ACOS, plan pricing and ad limits with clear numbers.
- [SellerSprite URL Builder: Create Clean, Trackable Links](https://sellersprite.ai/v3/link-builder): Create clean, trackable URLs for campaigns, improve attribution and analytics.
- [SellerSprite Images Downloader: Save All Listing Photos](https://sellersprite.ai/v3/batch-download-pictures): Download all listing images in bulk, speed up asset management across channels.
- [SellerSprite Extension Page: Seller Tool Features & Install](https://sellersprite.ai/sellersprite-extension): Overview of on-page insights, keyword panels, and quick actions, plus install instructions.
- [SellerSprite Pricing: plans, free trial, API access](https://sellersprite.ai/price): Compare plans, monthly/annual pricing, and API options. Start a free trial and choose the right toolkit for Amazon research and growth.
- [SellerSprite Profit Calculator: Amazon fees & margin](https://sellersprite.ai/en/v3/calculator/index): Estimate FBA/FBM fees, margin, and break-even PPC bids. Model discounts and scenarios to plan profitable launches.
- [SellerSprite Sales Estimator: monthly Amazon demand](https://sellersprite.ai/en/v2/tools/sales-estimator): Estimate monthly unit sales by category and rank to size demand, plan inventory, and forecast cash flow.
- [SellerSprite Welcome: Amazon Research Overview](https://sellersprite.ai/v2/welcome): Overview of SellerSprite’s product research, keyword optimization, and tracking suite built for Amazon sellers.
- [SellerSprite Reverse Multi ASINs: Bulk Keyword Pull](https://sellersprite.ai/v3/traffic/extend): Reverse lookup multiple ASINs at once, merge and dedupe keywords, prioritize by relevance and volume.

## Articles
- [How to Find Someone's Amazon Storefront and Seller Information](https://www.sellersprite.ai/en/blog/How-to-Find-Amazon-Storefront-Seller-Information): Learn methods to analyze storefronts, products, and launch patterns.
- [Amazon 2025 Annual Data Report: What Changed and What Sellers Should Do Next](https://www.sellersprite.ai/en/blog/amazon-2025-annual-data-report): Explore key trends from the Amazon 2025 Annual Data Report and learn how sellers can adapt to rising competition, traffic shifts, and global expansion.
- [SellerSprite Academy: Amazon FBA Beginner to Master](https://www.sellersprite.ai/en/blog/amazon-fba-beginner-to-master-course-directory): Free Amazon FBA course directory by SellerSprite. Explore chapter overviews and learn product research, sourcing, listing optimization, PPC launches, reviews, and scaling.

## Other Pages
- [SellerSprite Blog: Amazon Seller Tips and Research](https://sellersprite.ai/en/v3/blog): Guides for Amazon sellers on product research, keywords, competitor tracking, PPC, and listing optimization with SellerSprite.
- [SellerSprite Help Center: Seller Guides and Tutorials](https://sellersprite.ai/en/help): Step-by-step guides for product research, keyword research, listing optimization, reverse ASIN, and the SellerSprite extension.
- [SellerSprite Review Analysis: Turn Reviews into Insights](https://sellersprite.ai/en/help/review-analysis): Guide to AI powered review analysis, find themes, defects, and ideas to improve listing optimization and new product research.
- [SellerSprite AI History: Listing & Keyword Changes](https://sellersprite.ai/v3/ai-history): Review AI generated change logs for listings and keywords, compare versions, and keep optimization efforts organized.
- [SellerSprite Amazon Tools: Web App and Extension Overview](https://sellersprite.ai/en/channel/operation): Explore web tools and browser extension for Amazon product research, keyword research, review analysis, and sales estimates.
- [SellerSprite Affiliate: Partner and Earn Commissions](https://sellersprite.ai/affiliate): Promote Amazon research tools, share content, and earn recurring commissions with transparent tracking and payouts.
- [SellerSprite Affiliate Signup: Start Earning Today](https://sellersprite.ai/affiliate/join): Apply to the SellerSprite affiliate program, get your links, share content, and track commissions with real-time reports.
- [SellerSprite Amazon Opportunity Discovery: Find Growth Gaps](https://sellersprite.ai/en/channel/opportunity-discovery): Spot underserved niches and search intents, map keyword clusters, and size demand before you invest.
- [SellerSprite Amazon Market Research: Size & Trend Analysis](https://sellersprite.ai/en/channel/market-research): Measure category size, price bands, and brand share to validate demand and competition for new products.

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Added 8/28/2026