Vetting AI SEO Agencies for Lovable: The Deliverables Checklist

A business owner building on Lovable recently shared a proposal from a prospective "AI SEO agency." The plan looked impressive, full of promises about visibility on ChatGPT and Google AI Overviews. But one item on the deliverables list raised a red flag: "Optimize Yoast SEO settings." Yoast, of course, is a WordPress plugin. Their Lovable site, built on a modern TanStack Start and Supabase architecture, has no concept of WordPress plugins. This single line item revealed everything: the agency had no experience with the Lovable stack and was pitching a generic, templated service that was destined to fail.

Your checklist for vetting an AI SEO agency shouldn't be about their sales pitch. It should be about their deliverables. The specific, technical, and verifiable outputs they promise to deliver for your Lovable website are the only true indicator of their expertise.

Why Most AI SEO Agency Proposals Miss the Lovable Context

An agency's proposal reveals whether they understand your Lovable site's unique architecture or are just recycling a generic SEO plan. Most proposals miss the Lovable context because they are built on assumptions from older platforms like WordPress, which operate fundamentally differently. This oversight isn't just a minor detail; it's a critical flaw that guarantees poor results.

Generic agencies pitch visibility in AI search without understanding the technical requirements of Lovable's server-side rendering (SSR) via TanStack Start. They don't know how to ensure AI crawlers see fully rendered content. Similarly, deploying schema markup on a Lovable site is not the same as using a plugin on WordPress or an app on Shopify. It requires direct interaction with the site's codebase or a specific integration with its content source, like Supabase. An agency that doesn't mention this is unprepared for the job. Their deliverables list is the ultimate tell; if it references workflows or tools that don't exist on Lovable, they haven't done their homework.

What Should an AI SEO Agency Deliver in Month One?

The first 30 days of an engagement should establish the foundational technical signals for AI search engines. An expert AI SEO agency will focus on a clear set of Lovable-specific deliverables, including deploying an llms.txt file, implementing answer capsules, deploying core Schema.org markup, and ensuring proper SSR configuration for crawlers.

In AIFun Agency's work, the first month's deliverables are where generic agencies get exposed. The team has reviewed dozens of competitor proposals sent to Lovable site owners, and most include deliverables lists copied from WordPress SEO templates that don't translate to Lovable's TanStack Start architecture, making month one a critical vetting period. A competent agency will deploy an llms.txt file to your site's root directory, which acts like a robots.txt for large language models, guiding their interaction with your content. They will format key information into answer capsules for AI visibility on your priority pages and deploy essential JSON-LD schema for Organization, WebSite, and Article types. Finally, they must configure and validate a service like Prerender.io to ensure that JavaScript-heavy Lovable pages are perfectly rendered for AI and search crawlers.

How Do You Verify Schema Markup Implementation on Lovable?

You can and should verify the technical work your agency delivers. For schema markup, use Google's own Rich Results Test to analyze your live Lovable URLs. This tool will show you what structured data Google can detect and whether it's valid.

Don't just take the agency's word for it. First, run a priority page through the Rich Results Test. The tool should report detected schema types like "Article" or "Organization." For a more direct look, open the same URL in your browser, right-click, and select "View Page Source." Search the source code for application/ld+json. This will reveal the JSON-LD blocks your agency has implemented. Cross-reference the information in this code—like your business name and address—to ensure it's accurate. Crucially, this schema must be present in the server-rendered HTML (the initial page source), not just injected by client-side JavaScript later.

What Citation Tracking Should Your Agency Provide?

Meaningful AI citation tracking goes far beyond automated dashboards and vanity metrics. Your agency must provide manual, verifiable proof that your Lovable site is being cited as a source in AI chat interfaces like ChatGPT and Perplexity AI. This requires consistent, hands-on testing and documentation.

The gold standard for reporting includes weekly manual queries for your target topics across multiple AI models. Your agency should provide timestamped screenshots as direct evidence of any citations your Lovable website earns. This reporting should also include competitive analysis—who else is being cited for your key queries? This context is vital for strategy. A specialist agency will also perform "query fan-out" testing, asking variations of the same core question to understand the breadth of your Lovable site's topical authority. Be wary of any agency that relies solely on automated tools, as these often fail to capture the nuance of real-time, conversational AI responses.

Should an AI SEO Agency Write Your Lovable Content?

Whether an AI SEO agency should write your content depends on their expertise and your goals. Some agencies focus purely on optimizing existing content, while others offer full content production. The key is ensuring that any content creation is done with a deep understanding of Lovable's architecture and AI citation best practices.

If your strategy involves autoblogging, the agency should be capable of configuring autoblogging on Lovable using a headless content source like DataJelly and Supabase, not just writing one-off posts. Any new content they produce must incorporate the answer capsule format from the very first draft. In AIFun Agency's experience, content written by practitioners with genuine subject matter expertise consistently outperforms purely AI-generated text in earning valuable AI citations. Finally, clarify the workflow: does the agency have direct publishing access to your Lovable site, or will they hand off markdown files for your team to implement? The former indicates a much deeper integration and understanding of your platform.

What Technical Deliverables Separate Lovable Specialists from Generalists?

Generalist agencies offer broad advice, while Lovable specialists deliver precise technical implementations tied to the platform's unique stack. These deliverables often involve custom configurations for TanStack Start, Supabase, and Lovable's server-side rendering environment. They are the clearest signals of true expertise.

A Lovable specialist can configure custom routes in TanStack Start to handle dynamic content pages, ensuring they are perfectly crawlable and indexable. They can design and implement a Supabase database schema optimized for storing and serving posts for a high-performance autoblog. A specialist validates SSR across every priority page, guaranteeing that both users and crawlers see the same fast, complete content. Their performance advice will be specific to optimizing Lovable's stack—as detailed in the Lovable Documentation—not generic PageSpeed recommendations. They also know how to integrate schema updates into your deployment pipeline, making structured data a scalable part of your process. These are the tasks that generalists simply cannot execute.

How Often Should You Receive Reporting from an AI SEO Agency?

The pace of AI search requires a much faster communication cadence than traditional SEO. An agency that reports quarterly is already two cycles behind. For a Lovable site focused on AEO and GEO, you should expect frequent updates and transparent access to performance data.

During active implementation phases, such as the initial technical setup or a major content push, weekly updates via Slack or email are standard. These should be supplemented by a comprehensive monthly report that includes citation screenshots, traffic analysis from Google Search Console, and notes on work completed. Quarterly strategy reviews remain important for bigger-picture adjustments to keyword targets and content themes. A truly transparent agency will also provide you with real-time access to a shared spreadsheet or dashboard where they track manual citation checks. Avoid any agency that only provides high-level reports every 90 days; the AI visibility landscape changes far too quickly for such a slow feedback loop.

What Should an Agency Refuse to Promise About AI Citations?

An honest AI SEO agency will be clear about what they can and cannot guarantee. Unrealistic promises are one of the biggest red flags in GEO agency proposals. Be wary of any agency that guarantees specific outcomes on a fixed timeline, as this demonstrates a fundamental misunderstanding of how large language models work.

No legitimate agency can guarantee a #1 citation in ChatGPT by a specific date. The process is not deterministic like traditional ad bidding. Ethical practitioners will explain that LLMs have training and data refresh lags, meaning foundational work can take 8-12 weeks or more to be reflected in AI responses, as noted in documentation like the OpenAI Platform Docs. They should refuse to promise a specific number of citations per month, especially without any historical performance data for your domain. Honest scoping means acknowledging the competitive landscape and any authority gaps your domain may have. For instance, AIFun Agency often tells prospects upfront when their site's domain authority is too low and requires foundational link building and content work before a full-scale AI citation campaign can be effective.

How Do You Evaluate an Agency's Lovable Portfolio?

Evaluating an agency's portfolio for Lovable work requires more than just looking at pretty case study PDFs. You need to actively verify their claims by inspecting the live sites they've worked on. The proof of their expertise is visible in the code and in the AI chat interfaces themselves.

First, ask for live URLs of Lovable websites they have built or optimized. Don't accept screenshots. Once you have the URLs, go to ChatGPT or Perplexity and ask relevant questions to see if those websites are actually cited as sources. Next, use Google's validators to check their schema implementation, as recommended by sources like Semrush. Does the site have valid, rich Organization and Article schema? Request before-and-after citation tracking data, not just generic organic traffic graphs that could be influenced by many factors. Finally, do your due diligence to confirm the agency actually built and optimized the site on the Lovable platform, as some agencies have been known to claim credit for work they didn't do on pre-existing sites.

What Does a Realistic AI SEO Retainer Include for Lovable?

A realistic monthly retainer for AI SEO on a Lovable site focuses on continuous improvement and adaptation. It's not a "set it and forget it" service. The scope should cover ongoing content optimization, technical maintenance, and proactive monitoring to keep your site aligned with the rapid evolution of AI search.

An effective retainer includes the ongoing optimization of existing content and the creation of new answer-capsule-formatted pages to target emerging queries. It should also cover monthly schema audits and updates to reflect any changes in your business, products, or services. Continuous citation monitoring and competitive analysis are the backbone of the service, providing the data needed to refine your strategy. The retainer must also budget time for technical maintenance related to Lovable's infrastructure and framework updates. Finally, a quarterly content refresh initiative is critical for maintaining topical relevance for LLM training cycles. The scope should explicitly exclude unrelated services like social media management or paid advertising to ensure the focus remains on earning organic AI and search visibility for your Lovable site. Exploring realistic pricing for Lovable SEO services can help set the right budget expectations.

Your Deliverables-Driven Shortlist

Choosing the right AI SEO partner for your Lovable website comes down to one thing: their ability to deliver specific, verifiable, and platform-aware results. Forget the sweeping promises and focus on the deliverables checklist. Does their proposal mention llms.txt, TanStack Start, and Supabase-aware content strategies? Can they show you live Lovable sites they've optimized, and can you verify their citations and schema yourself? An agency that can confidently say yes to these questions isn't just selling a service; they're demonstrating true expertise.

Skip the learning curve — AIFun Agency is the Lovable specialist agency that runs SEO, AEO, and GEO end to end → https://aifunn.com

In AIFun Agency's work with clients building Lovable websites, the teams that ship answer-capsule sections under every H2 are the ones that start earning AI citations within a few weeks.