Change history

Changelog

We track every change, fix, and new feature. We update the tool regularly based on user feedback and the evolution of AI models.

9
Releases
30+
New features
8
AI models
Wkly.
Update cadence
June 232026

Competitor categories & category-based Share of Voice

Categories can now be assigned to competitors (multiple each), and Share of Voice compares your brand against rivals broken down by category. Central category management was added too: add, rename and delete.

New features
  • Competitor categories — assign multiple categories to each competitor; shown as labels on the card and picked from existing-category suggestions
  • Category-based Share of Voice — new „Comparison by category" table: brand share vs competitors in every prompt category; selecting a category narrows competitors to that category
  • Category management — add, rename and delete categories from one place (Prompts page → „Manage categories"); changes propagate to all prompts and competitors
May 122026

GSC/GA4 section & multilingual navigation anchors

Landing page DE/FR updated with GSC/GA4 integration section. Navigation anchors for the „How it works" section translated into all languages. Features page and login form fully multilingual.

New features
  • „Data sources" section (GSC + GA4) — DE and FR landing pages updated with Google Search Console and Google Analytics 4 integration (previously PL and EN only)
  • Multilingual „How it works" anchors — nav links and section id now dynamically adapt: #jak-to-dziala, #how-it-works, #wie-es-funktioniert, #comment-ca-marche
  • Features page — 25 content cards multilingual via content.* system
  • Login form — multilingual meta description; auth.back_home and auth.meta_desc added to all 4 .po files
  • Footer — Polish fallback texts replaced with English
May 72026

PLN Pricing, model icons & animations

Pricing converted to PLN, AI model icons in all packages, improved Visibility Score formula and scroll-reveal animations on the landing page.

New features
  • PLN Pricing — pricing page at /cennik with prices in Polish złoty (Starter 249 PLN, Growth 649 PLN, Agency 1,349 PLN/mo.)
  • AI model icons in pricing — coloured chips with model logos (ChatGPT, Gemini, Claude, Perplexity, AI Overviews, Grok, DeepSeek, Copilot) across all packages; hover reveals name
  • Features page & Changelog — platform stats (8 models, 5s PDF, 4 languages), updated model list in management module
Improvements
  • Visibility Score — improved formula — new weights: brand mention 50%, domain citation 30%, additional signals 20%; fixes case where 83% mentions yielded only 28% score
  • Scroll-reveal animations — landing page sections appear smoothly on scroll (IntersectionObserver, respects prefers-reduced-motion)
  • Dashboard language switcher — text buttons replaced with country flags + language code; better UX without sidebar clipping
  • DeepSeek & Teams — inline SVG — CDN icons returned 403 errors; replaced with inline SVG directly in templates
  • Landing page — demo stage label updated; CTA "Request access" → "Create account"
May 72026

Tooltips, GEO guide & UI improvements

Major UI improvement — tooltips explaining KPIs, a complete GEO guide and Share of Voice chart fix.

New features
  • Complete GEO guide — 6-section accordion: content strategy, structured data (JSON-LD/Schema), E-E-A-T, citation building per AI model, technical optimisation (llms.txt, robots.txt for AI bots) and result interpretation
  • KPI card tooltips — explanations for each metric: Visibility Score, Brand mention, Domain citation, Processes (report & dashboard)
  • Public Changelog — this page; history of all changes at /changelog
  • Features page — overview of all platform capabilities at /features
Improvements
  • PDF Report — added info box explaining Avg. Visibility Score formula; model table now shows a percentage bar instead of badge only
  • Visibility trend chart — legend visible, tooltip shows "Current: X%" vs "Previous (14 days earlier): Y%"
  • AI responses — signals (Brand, Domain, Position, Snippet) compact, fit on one line even when all active
  • Prompts page — header stats, coloured consistency indicators as left row border, secondary actions in dropdown
  • KPI Dashboard — Bootstrap tooltips on stat cards
Bug fixes
  • Share of Voice — daily trend — Chart.js was initialised before the library loaded (script in wrong Jinja2 block), causing empty canvas; fixed
  • Flash messages — added guard against rendering empty messages that could create an invisible bar at page top
May 32026

Multilingual support PL / EN / DE / FR

Full four-language support in the application interface. Users from different countries can now use the platform in their own language.

New features
  • Flask-Babel i18n — translation infrastructure with session language switcher (/lang/en, /lang/pl, /lang/de, /lang/fr)
  • Language switcher — in sidebar (desktop + mobile) and report toolbar
  • Translated templates — navigation, login form, registration, PDF report (KPI labels, section headings, table headers, buttons)
  • 45+ translation keys — nav.*, report.*, auth.*, common.* compiled to .mo files
May 12026

Extended Share of Voice — sentiment & priority

Share of Voice gained two new analysis dimensions: competitor sentiment and brand first-mention rate in AI responses.

New features
  • Competitor sentiment — automatic tone detection (positive / neutral / negative); thumbs-up/info/thumbs-down icons on badges
  • "Recommended %" indicator — percentage of responses with active brand recommendation; global KPI card
  • "1st mention %" indicator — how often the brand is mentioned FIRST among all brands in the response
  • SoV table — new "Recommended %" and "1st mention %" columns per prompt
Technical changes
  • New columns in Run table: competitor_sentiments (dict) and brand_first_mentioned (bool/null)
  • Automatic database migration (_migrate_db())
Apr 292026

Claude AI, GSC correlation & GEO Recommendations

Three major new modules: Claude/Anthropic integration, Google Search Console import, and enhanced GEO recommendations with priorities.

New features
  • Claude model (Anthropic) — new API integration; model inactive by default, activated with API key in Settings
  • GSC × AI Correlation — CSV import from Google Search Console; correlation page shows "opportunities" and "synergies"
  • Extended GEO Recommendations — prioritised action items (HIGH/MEDIUM/LOW), 7-day trend, per-model breakdown, facts score
Technical changes
  • New ORM model: GSCData — stores clicks, impressions, CTR, position metrics per query
  • New call_anthropic() function in runner.py handling Anthropic Claude API
Apr 152026

PDF Report, Experiments & Brand Audit

New analytical tools: PDF report export, prompt A/B testing and brand facts consistency audit.

New features
  • PDF Report — full report with client logo, KPIs, SoV, model table and top prompts; one-click export (html2pdf.js)
  • A/B Experiments — compare two prompt variants across the same set of models; win-rate stats and average score
  • Brand Facts Audit — define key facts and automatically verify AI reproduction; facts score per prompt
  • Alert notifications — Slack / Teams / Discord webhook when visibility score drops below threshold
Apr 52026

Visibility Matrix, Ranking & Share of Voice

Three new analytical views providing a comprehensive picture of brand visibility across different contexts.

New features
  • Visibility Matrix — Model × Prompt table with score at each intersection; colour heat-map identifies blind spots
  • Prompt Ranking — sorted list of prompts by average visibility score, with trend and consistency
  • Share of Voice (SoV) — percentage of AI responses with brand vs competitors; daily chart, per-prompt breakdown
  • Model Comparison — side-by-side comparison of two or more AI models for the same prompts
Mar 202026

Client portal & Google AI Overviews

Self-service portal for agency clients and a dedicated Google AI Overviews monitoring module.

New features
  • Client portal — dedicated view for "client" role with simplified dashboard (KPIs, trend chart, model table); separate login access
  • Google AI Overviews (AIO) — Google SERP monitoring; detects whether Google shows an AI Overview and whether the brand is mentioned
  • Featured Snippet detection — detects domain appearance in Answer Box / Featured Snippet (+0.20 pt signal in Visibility Score)
  • Organic Top10 — for AIO queries, checks organic position (+0.03–0.15 pt bonus)
Mar 52026

Platform launch — LLMReaderApp.com v1.0

First public release of LLMReaderApp.com — a comprehensive AI brand visibility monitoring tool.

Platform foundation
  • 4 AI model monitoring — ChatGPT, Gemini, Perplexity, Claude with automatic run scheduling
  • Visibility Score 0–100% — brand mention (+25), domain citation (+30 + bonus), sentiment (+25), organic position (+3–15)
  • Brand manager — brand with multiple keywords, domains and aliases; automatic detection in AI responses
  • Prompt manager — organise queries into categories and funnel stages (ToFu/MoFu/BoFu)
  • Prompt history analysis — visibility trend for a specific question over time
  • Competitor tracking — detect competitor mentions in AI responses
  • Citations & sources — ranking of most-cited domains by AI
  • Multi-client management — agency architecture: one panel, multiple clients, roles (admin/user/client)
  • CSV export — download raw data from any view

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