Aergos vs Qwairy: Which GEO and AI Visibility Platform Is Better for Agencies and Growing Businesses?

If you searched "Aergos vs Qwairy" or "Qwairy vs Aergos," you are almost certainly trying to answer one question: which tool actually moves the needle for your clients or your business in the age of AI search and Generative Engine Optimization (GEO)?
Here is the short version. Qwairy is a very good monitoring platform. It tells you where ChatGPT, Perplexity, Gemini, and Google AI Overviews mention you, where your competitors get cited instead, and what the AI says about your brand. Aergos does the monitoring too, but it was built for the next step that most tools leave to you: doing the work. Aergos turns the gaps it finds into briefs, content, technical fixes, client approvals, CMS publishing, and reporting.
For agencies and small businesses, that difference is the whole decision. A dashboard that shows you a problem is only valuable if someone then fixes it. This guide breaks down the two platforms feature by feature, pricing by pricing, so you can decide which one fits how you actually deliver results.
Aergos vs Qwairy at a glance
| Qwairy | Aergos | |
|---|---|---|
| Core job | Monitor AI visibility, surface recommendations | Monitor, then execute the work |
| Category | GEO (Generative Engine Optimization) only | SEO + GEO + AI visibility + ecommerce |
| Traditional Google SEO | Not the focus | Rankings, technical SEO, content, analytics |
| Content | Generates briefs and drafts (gated by credits) | Writes, scores for E-E-A-T, and publishes to your CMS |
| Technical fixes | Flags site readiness issues | Crawls, scores, and routes fixes into action plans |
| Approvals workflow | Not a core feature | Built-in client approval queue (Draft to Published) |
| White-label client portals | On the top enterprise tier | On the Agency plan |
| Publishing | No native CMS publishing | WordPress, Wix, Shopify, WooCommerce |
| Pricing model | Credits, prompts, workspaces (EUR) | Flat per-plan and per-client (USD) |
| Drive it from your AI (MCP) | MCP exposes monitoring data to read | MCP lets your LLM do the work and publish |
| Built for | Brands and teams tracking AI mentions | Agencies and businesses tracking organic and AI growth, then shipping the work |
| Home base | France / EU data hosting | US, English-native team |
The rest of this article explains what is behind each row, and where each tool genuinely wins.
How they score for agencies and small businesses
Five dots is the strongest fit. These ratings reflect how well each platform fits agency and small-business delivery, not raw feature counts.
| Capability | Qwairy | Aergos |
|---|---|---|
| AI visibility tracking (engines) | ●●●●● | ●●●●○ |
| Prompts backed by real search demand | ●●○○○ | ●●●●● |
| AI competitor, prompt and citation depth | ●●●●○ | ●●●●○ |
| Traditional SEO (rankings, technical) | ●○○○○ | ●●●●● |
| Content creation and CMS publishing | ●●●○○ | ●●●●● |
| Client approval workflow | ●○○○○ | ●●●●● |
| White-label client portals | ●●○○○ | ●●●●● |
| Multi-client agency operations | ●●○○○ | ●●●●● |
| Ecommerce and product optimization | ●●○○○ | ●●●●○ |
| Drive it from your AI (MCP) | ●●●○○ | ●●●●● |
| Predictable pricing (no credit caps) | ●●○○○ | ●●●●● |
| Overall fit: agencies and small business | ●●●○○ | ●●●●● |
What is Qwairy?
Qwairy is a French Generative Engine Optimization platform. Its promise is memorable: "Make AI recommend you. Not your competitors." It is roughly a year old, claims more than 2,000 brands, and has built a genuinely polished product around one idea: see where AI engines mention you, and know what to fix.
The product is organized into a clean workflow of modules. You connect your brand, choose priority topics, and define the prompts you want monitored. Qwairy then runs those prompts across the major AI engines (ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, Google AI Overviews, Mistral, DeepSeek) and reports back.
What you get is strong monitoring breadth:
- Prompt Tracking and Response Analysis. See the exact questions people ask AI about your category, and what the AI answers.
- Competitor Mentions. Track which rivals get named when you do not.
- Citation Sources. See which websites the AI trusts and cites in your space.
- Sentiment and Brand Perception. Score how each engine describes your brand, from 0 to 100.
- Content and Backlink Opportunities. Surface topics and link targets, each scored for AI potential.
- Site Readiness. Check robots.txt, generate llms.txt, and confirm AI crawlers can reach you.
- Measurement. Connect Search Console and Bing, and watch AI crawler and referral traffic.
It is a capable, well-designed reporting layer for the AI channel. If your only goal is to watch the AI channel closely, Qwairy does that job well.
What is Aergos?
Aergos is an SEO and AI visibility platform built for agencies and growing businesses. Its positioning is "from visibility to execution," and the operating loop tells you everything about the philosophy: Detect. Brief. Generate. Publish. Measure.
Aergos tracks the same AI engines Qwairy does. It shows your citation rate, your position when cited, your share of voice against competitors, and your AI referral traffic. But it does not stop at the report. The same platform then helps you write the content, score it for quality and E-E-A-T, fix the technical issues, route drafts through client approval, publish to the CMS, and report on what moved.
Crucially, Aergos also covers traditional search, not just AI. It tracks Google rankings, runs technical SEO crawls, does keyword and competitor gap analysis, optimizes ecommerce catalogs, and attributes conversions through its own tracking SDK. For an agency or a small business that still lives and dies by Google rankings while preparing for AI search, that combined scope matters.
The team behind it is US-based and English-native, built by an SEO operator who has been in the seat since 2010 rather than an AI startup chasing a new category.
The core difference: monitoring vs execution
This is the heart of the Aergos vs Qwairy decision, so it is worth being blunt.
Qwairy answers the question "where am I invisible, and what should change?" Aergos answers "where am I invisible, and here is the work that fixes it, ready to approve and publish."
Both tools will tell you that a competitor is being cited for "best ecommerce platform for small business" and you are not. Qwairy will then give you a content opportunity with a score and, on the right plan, a generated brief or draft. From there, the work lands back on your plate or your writer's plate. You copy it out, you put it into your CMS, you chase the client for sign-off over email, and you publish it yourself.
Aergos keeps the whole loop in one place. It generates the page using your client's business context, scores it against SEO, quality, E-E-A-T, and YMYL criteria, warns you if it would cannibalize an existing page, sends it to the client through a branded approval queue, and pushes the approved version straight to WordPress or Wix without rebuilding the page by hand. The same gap that produced a report in one tool produces a published, client-approved page in the other.
If you are a solo monitor of a single brand, that gap may not matter much. If you are an agency delivering for fifteen clients, or a small business owner who does not have hours to move work between tools, that gap is the entire job.
Side-by-side: AI visibility and GEO
Let us start where Qwairy is strongest, so the comparison is fair.
| AI visibility capability | Qwairy | Aergos |
|---|---|---|
| Engines tracked | Very broad (incl. Grok, Mistral, DeepSeek) | Google AI Overviews, ChatGPT, Gemini, Perplexity, Claude, Copilot |
| Where the prompts come from | AI-generated from your site and business | Measured keyword and search-demand data |
| Prompt-level tracking | Yes, deep | Yes, grounded in real search demand |
| Citation-level detail | Yes | Yes (prompt, platform, cited URL, position, snippet, competing sources) |
| AI competitor share of voice | Yes | Yes, per platform with real competing domains |
| Sentiment and brand perception | Yes, scored by provider | Citation-focused, lighter reputation tooling |
| AI referral and conversion attribution | Referral traffic | AI and GEO conversions via first-party SDK |
| Turns gaps into published work | Limited | Yes, end to end |
This is the row where the comparison is closest, and it is worth being precise. Aergos's AI visibility is not a thin add-on. It tracks AI competitors, the exact prompts that trigger answers, and citations down to the individual result. You can expand any citation to see the prompt, the platform, the cited URL, the position, the answer snippet, and which competing domains were cited instead. The prompts it monitors are grounded in real search-demand data rather than guessed from a quick website scan. If you want to sanity-check your own presence first, our guide on how to check if your website appears in AI search results walks through it by hand.
Where Qwairy still has an edge is raw engine count (it tracks Grok, Mistral, and DeepSeek on top of the majors) and reputation analytics (sentiment and brand-perception scoring by provider). If your single priority is the widest possible monitoring net and brand-narrative tracking, that breadth is real.
But Aergos covers the engines that actually matter for most agency and small-business clients, matches Qwairy on the depth that drives action (competitor, prompt, and citation analysis), and then does the part Qwairy leaves to you: it attributes AI and GEO-driven conversions through its own tracking SDK, and it connects every gap to the work that closes it.
The takeaway: Qwairy wins on engine breadth and reputation depth. Aergos matches it on actionable monitoring depth and wins decisively on what happens after the gap is found.
Where the prompts come from, and why it decides everything
Here is the difference that most comparisons miss, and it matters more than engine count. A monitoring tool is only as useful as the prompts it tracks. If you are watching the wrong questions, every chart after that is measuring something nobody actually searches.
Qwairy builds your prompt set by having AI generate likely questions from your website and business description. It is fast and it looks comprehensive, but the prompts are essentially educated guesses. The AI invents questions it thinks people might ask, not questions search data proves people do ask. You can end up tracking your visibility on phrases with little or no real demand, and feeling good or bad about numbers that do not map to actual customers.
Aergos starts from the opposite end. Its prompts are derived from measured keyword and search-demand data, the same SEO signals that tell you what people genuinely type, pulled from real search volume, Search Console, and keyword research rather than invented from a site scan. So when Aergos says you are invisible for a question, it is a question with proven demand behind it. You are optimizing toward real traffic and real buyers, not toward a plausible-sounding prompt an AI made up.
For agencies, this is the difference between a report you can defend to a client and one you have to caveat. For a small business, it is the difference between spending your limited hours on the questions that bring revenue and chasing visibility on queries no one searches.
Side-by-side: traditional SEO
This is where the two tools stop being direct competitors.
| SEO capability | Qwairy | Aergos |
|---|---|---|
| Google rank tracking | Not the focus | Yes |
| Technical SEO crawl and scoring | Site readiness only | Full crawl: links, metadata, canonicals, indexability |
| Keyword and competitor gap analysis | AI-focused | Yes, with opportunity and intent scoring |
| Content decay and cannibalization | No | Yes |
| Conversion attribution | Referral analytics | First-party SDK: form fills and calls across organic, AI/GEO, referral, and paid |
| Ecommerce catalog optimization | Monitors shopping results | Syncs catalog and pushes optimized fields back |
Qwairy is GEO-only by design. It is not trying to be your Google SEO platform. Aergos is built to be both your SEO platform and your AI visibility platform.
For an agency, that often decides the question on its own. Most clients are not paying you only for AI mentions yet. They are paying for organic growth, which still means Google rankings, technical health, and content that converts. Running Qwairy for AI plus a separate stack for SEO means two subscriptions, two logins, two sets of reports, and two data models that do not talk to each other. Aergos is one platform where the AI gap and the ranking gap feed the same action plan. New to this side of the work? Start with our technical SEO audit checklist.
Side-by-side: content and publishing
Both tools have a "Content Studio." The names are similar. The behavior is not.
Qwairy's Content Studio generates AI-optimized articles, briefs, and outlines, in many languages. It is a strong ideation and drafting aid. But it is a writing tool, and on Qwairy it is gated behind credits and the higher plans. The output still has to be moved into your CMS by a human.
Aergos treats content as a pipeline, not a document. It generates topics from your keyword gaps, Search Console data, and competitor coverage. It writes the draft using the specific client's business context. It scores the draft live across SEO, quality, E-E-A-T, YMYL, internal links, and structure. It checks for cannibalization before you publish. Then it offers two buttons that matter to anyone who actually ships: "Push to WordPress" and "Send for Approval."
| Content capability | Qwairy | Aergos |
|---|---|---|
| Topic discovery from real data | Yes | Yes (gaps, GSC, SEMrush, competitors) |
| AI draft generation | Yes (credit-gated) | Yes (client-context aware) |
| Live SEO and E-E-A-T scoring | Limited | Yes |
| Cannibalization warning | No | Yes |
| Direct CMS publishing | No | WordPress and Wix |
| Send to client for approval | No | Yes, built in |
If your team already has writers and a publishing process, Qwairy's drafting is a helpful input. If you want the platform to carry the work all the way to a live, approved page, that is what Aergos is for. It is also how agencies on Aergos publish far more without growing headcount.
Drive it from your own AI: the MCP difference
Both platforms now offer an MCP (Model Context Protocol) connection, which lets an AI assistant like Claude or ChatGPT talk directly to the platform. On paper that looks like a tie. In practice it is the monitoring-versus-execution split all over again.
Qwairy's API and MCP expose its data. You can ask your AI to read your visibility scores, citations, and competitor mentions. That is useful, but it is still reading a report.
Aergos exposes the whole operating layer. Because Aergos does the work, its MCP lets your AI assistant do the work too, in plain language, from whatever tool you already live in. You can ask your AI to find the white-space gaps a client is losing, draft the page that closes the most valuable one, and push it to WordPress, and it chains those steps across the platform for you. For a technical agency, that turns a multi-screen workflow into a sentence, and it makes cross-client actions possible that a dashboard cannot easily do.
The headline holds even at the AI-driver layer: Qwairy lets your AI read the score; Aergos lets your AI change it.
The agency case: why Aergos fits how agencies deliver
This is the part the search "Aergos vs Qwairy for agencies" is really about. An agency does not just need data. It needs to deliver work to many clients, get it approved, and report on it, without drowning in overhead. Here is how the two compare on the things that make or break agency delivery.
Multi-client operations. Aergos gives you one dashboard for every client with a health score, content count, and activity per client, plus a persistent client selector so you can switch context in a click. Qwairy uses workspaces, but the platform is oriented around monitoring a brand, not running a book of client delivery.
Client approvals. Aergos has a real five-stage approval workflow: Draft, In Review, Pending Approval, Approved, Published, with comments and a full audit trail. Clients review and approve inside the platform instead of in email chains and shared Google Docs. Qwairy does not center on this. For an agency, approvals are not a nice-to-have. They are the difference between shipping ten pages a month and losing a week to revision threads, and smoother delivery is a big part of client retention.
White-label client portals. Both platforms offer white-labeling, but the access tier is very different. On Aergos, branded client portals (your logo, your colors, your domain, like reports.youragency.com) come with the Agency plan, and clients can view results and approve content while never seeing the Aergos brand or each other. On Qwairy, white-label and "remove branding" sit on the top enterprise tier. That is a large monthly difference for the same capability.
Pricing that does not punish growth. Aergos charges one price per plan and a predictable fee per additional client. No per-keyword fees, no per-API-call charges, and no credits that run out mid-month. We made the case in why your SEO tool stack is killing your agency margins. Qwairy's model is credits, prompts, and workspaces. That model is fine for a single brand, but for an agency it introduces a recurring anxiety: every client you add consumes the shared pool.
That last point is not theoretical. During a real onboarding test, selecting 50 prompts across four AI engines required 200 credits, but the account had 120 available, so the platform announced it would analyze only 30 of the 50 prompts until more credits were purchased. For an agency juggling clients, a tool that quietly caps your analysis when credits run low is a planning problem. Flat, predictable pricing is one less thing to manage.
The small-business case: one platform instead of a stack
Small business owners and in-house marketers searching "Qwairy vs Aergos" usually have a different worry: not enough hours, and not enough budget for five tools.
For that buyer, the combined scope of Aergos is the headline. You do not need a separate rank tracker, a separate technical crawler, a separate content tool, and a separate AI monitor. You get SEO and AI visibility in one place, with execution included, starting at a flat monthly price in dollars. The platform finds the work, helps you do the work, and publishes it to your site. If you are weighing budget, our breakdown of how much a small business should spend on SEO is a useful starting point.
Qwairy is excellent at telling a brand where it stands in AI answers. But a small business rarely needs another dashboard to watch. It needs the work done. If you have to read Qwairy's report and then go execute everything yourself, you have bought visibility into a problem, not a solution to it.
There is also a quieter advantage. Aergos is built by a US, English-native team. The copy, the prompts, and the support speak the language your customers search in, and billing is in dollars rather than euros. For a US small business or agency, that removes small frictions that add up.
Pricing: Aergos vs Qwairy
Prices change, so treat these as a snapshot at the time of writing and confirm on Qwairy's pricing page and the Aergos pricing page. But the structure tells the real story.
| Qwairy (EUR, credit-based) | Aergos (USD, per-plan) | |
|---|---|---|
| Entry | Starter around €65/mo (100 prompts, 1 workspace) | Business $99/mo (1 site, 20 pages) |
| Mid | Growth around €165/mo (most popular) | Pro $299/mo (3 sites, approvals, team roles) |
| Agency / scale | Business around €374/mo | Agency $499/mo (client portals, white-label) |
| Top | Enterprise from around €990/mo (white-label, remove branding, SSO) | Enterprise custom (SSO, API, dedicated AM) |
| Free entry | 100 free credits, no card | 7-day free trial |
| Model | Credits and prompts that deplete | Flat plan plus predictable per-client fee |
The most important line is the agency one. To get white-label and remove competitor branding on Qwairy, you are looking at the enterprise tier around €990 a month. On Aergos, white-label client portals come with the $499 Agency plan. For agencies, that is the single biggest cost difference in the comparison, and it lands in Aergos's favor.
Where Qwairy is the better choice
A fair comparison names the cases where the other tool wins, and there are real ones.
- You only want monitoring, across the widest set of engines. Qwairy tracks more AI engines, including Grok, Mistral, and DeepSeek, and goes deeper on sentiment and brand-perception scoring.
- Brand reputation in AI is your primary concern. If you are a brand or PR team whose job is to watch how AI describes you and catch narrative problems early, Qwairy's analyze module is purpose-built for that.
- EU data residency matters to you. Qwairy is hosted in the EU with a GDPR-first posture and a "made in France" story. For European brands with strict data-residency needs, that is a genuine advantage.
- You already have a full execution stack. If your SEO platform, writers, and publishing process are all set and you just need an AI visibility layer on top, Qwairy slots in cleanly.
If any of those describe you, Qwairy is a reasonable pick.
Where Aergos is the better choice
- You are an agency that has to deliver, approve, and report for many clients. Approvals, branded client portals on the Agency plan, multi-client dashboards, and per-client pricing are built for exactly this.
- You need SEO and AI visibility in one platform. Most clients still want Google rankings. Aergos covers traditional SEO, technical SEO, content, ecommerce, and AI visibility together.
- You want the work shipped, not just diagnosed. The Detect, Brief, Generate, Publish, Measure loop ends with a live page, not a recommendation.
- You want predictable pricing in dollars with no credit anxiety. Flat per-plan pricing that rewards growth instead of penalizing it.
Aergos vs Qwairy: the verdict
Qwairy and Aergos are often compared as if they are the same kind of product. They are not. Qwairy is a strong AI visibility monitor that tells you where you stand. Aergos is an SEO and AI visibility execution platform that tells you where you stand and then helps you ship the work to fix it.
For agencies and small businesses, the verdict follows from how you actually spend your week. If your bottleneck is *knowing* where AI mentions you, Qwairy is a fine answer. If your bottleneck is *doing the work* across many clients without growing overhead, Aergos was built for that, and it does it for less when white-label and client delivery enter the picture.
If you want to see the execution side for yourself, you can start a free trial of Aergos or book a demo and watch a ranking gap become a published, client-approved page.
Frequently Asked Questions
Related Articles
Glossary terms in this article
Brush up on the definitions.
The process of identifying the search terms your target audience uses to find information, products, or services relevant to your business.
The extent to which a brand's content is referenced, cited, or surfaced in AI-generated answers from tools like ChatGPT, Gemini, and Perplexity.
The percentage of industry conversations, mentions, or advertising impressions captured by your brand relative to competitors.
The average number of times a keyword is searched per month across a search engine, used to gauge audience size and opportunity.
An enterprise or agency software solution that consolidates SEO research, rank tracking, site auditing, and reporting into a single integrated tool.
A web crawler operated by an AI company to gather content for training datasets, real-time retrieval, or both.

About Matt Weitzman
Senior SEO Strategist & Co-Founder
Matt has over 15 years of experience in technical SEO and digital marketing. He specializes in algorithmic recovery, enterprise architecture, and leveraging AI for content scaling. He is a frequent speaker at search marketing conferences.
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