How much does LLMO・AIO countermeasure cost? An explanation of the price range, breakdown, cost comparison by company, and how to choose.

“What is the difference between 200,000 yen and 500,000 yen per month?” “After requesting a diagnosis, will there be additional production costs?” Estimating costs for AI search measures (LLMO, AIO, AISEO, GEO) is difficult to judge based solely on the amount.

The cost estimates are as follows:One-time diagnosis ranges from 30,000 to 500,000 yen, monthly consulting ranges from 150,000 to 500,000 yen, and support including production and implementation is over 500,000 to 1,000,000 yen per month.However, this varies depending on the number of questions (prompts) researched for AI search, the number of productions, and the extent of execution entrusted to others.

When choosing, it is essential to obtain estimates with the same support scope and quantity and compare the total amount over the contract period. This article organizes the breakdown of fees, five evaluation criteria, comparisons of 20 companies, and how to choose between in-house and outsourcing.

What costs are incurred in LLMO and AIO measures?

The main processes that incur costs are current situation diagnosis, strategy design, article production, page modification, technical response, effectiveness measurement, and operational support. The budget will change depending on whether you only request a diagnosis or entrust the execution of improvements.

LLMO (Large Language Model Optimization) is an effort to organize information so that your company's information is quoted, mentioned, or recommended in answers from models like ChatGPT and Gemini.

LLMO stands for Large Language Model Optimization. In this article, AIO is treated as AI Optimization, referring to the optimization for AI search. It is distinct from the function name in Google Search, “Google AI Overviews.”

SEO (Search Engine Optimization) focuses on visibility and traffic in search results, while LLMO focuses on citations, mentions, and recommendations within AI responses. However, the work of organizing readable articles and accessible websites overlaps. Be careful not to pay for overlapping work that is already covered by existing SEO contracts.

How do the market prices and deliverables differ by pricing structure?

First, check what is included in the fees for diagnosis, advice, and execution. “Monthly type” refers to the contract form, while “end-to-end” represents the scope of support, so the same service may apply to both.

 

What should you check when requesting a spot type?

The spot type is suitable for understanding issues before a continuous contract. Even with the same diagnosis, the content changes depending on whether it includes the target AI, the number of search prompts, the number of competitors, and the identification of improvement pages. The investigation range differs between 10 and 100 search prompts, so ask for the number of cases and deliverables to be clearly stated in the estimate.

How should you choose between monthly and project types?

If you have an internal person responsible for execution, monthly consulting, which involves policy formulation and continuous measurement, becomes a candidate. If you lack execution personnel, consider support that includes production and modification.

In project types, specify the target pages, deliverables, and deadlines when requesting. Even in end-to-end support, there may be monthly contracts, so check the contract type and support scope separately. For fixed monthly contracts, also confirm how to handle months with fewer productions and additional charges for scope changes.

If you are considering requesting AI implementation or business improvement,the pricing structure for web customer acquisition outsourcing and AI consulting may also be helpful.

Before choosing a contract type, check how much your company is displayed and cited in AI search, and identify where the challenges are compared to competitors. Rather than starting monthly support or production without understanding the current situation, first organize the exposure status for key search prompts, sources of citations, and differences from competitors, and clarify the areas that should be prioritized for improvement.

How to align the conditions of estimates and total contract amounts?

By aligning the scope and quantity in the five processes of diagnosis, production, modification, measurement, and operation, you can confirm the reasons for the price differences.

Provide the same request conditions in writing to multiple companies.

 

What other costs should be included besides monthly fees?

Payments to external parties should total initial costs, monthly fees, and additional fees. Internal budgets should also include the labor hours of personnel responsible for preparing primary information, fact-checking, and publishing work. Separate management of advertising costs and existing SEO contracts, and clarify the responsibilities for common tasks.

Total payment amount for the contract period = Initial costs + Monthly fees × Contract months + Additional fees

For example, if the initial cost is 300,000 yen and the monthly fee is 300,000 yen for 6 months, the total would be 2,100,000 yen. If the initial cost is 500,000 yen and the monthly fee is 300,000 yen for 6 months, the total would be 2,300,000 yen. Both calculations do not include taxes or additional fees.

“From 〇 yen per month” is the minimum price. Please confirm the total amount under your company’s conditions, as well as tax classifications, minimum contract periods, and conditions for early cancellation.

 

Are structured data and llms.txt mandatory costs?

Queue Inc. does not take the position that structured data is mandatory for AI search measures (LLMO, AIO). Structured data describes page information in a format that machines can easily read, but treating its implementation itself as an achievement of LLMO is not appropriate.

Google explains that no new AI-specific files or special structured data are required for inclusion in AI Overviews or Google’s AI Mode. The fundamentals of existing SEO remain effective, and it is essential to organize accessible pages and useful textual information.

Source:Google Search Central “AI Features and Websites”

If structured data or llms.txt are included in the estimate, please ask about the specific issues, objectives, and implementation scope. Generally, this work falls under “modification” or “technical response,” but it does not guarantee inclusion in AI search.

It should also be judged separately from work conducted for other SEO purposes.

What are the five evaluation criteria for determining cost-effectiveness?

Even if you implement a cheap plan, improvements will not progress if you cannot execute them internally. Conversely, if you implement an expensive plan but have many unnecessary tasks, it becomes costly. Use proposal documents and report samples to check the following five points.

1 Can you show citation results along with measurement conditions?

Confirm achievements that clarify the target AI, number of search prompts, and measurement period. Simply stating “citations have increased” is not sufficient for comparison. Ask to see anonymized monthly reports and whether search prompts that were not cited are included in the reporting.

Citations involve listing the source URL, mentions are the appearance of names in the response text, and recommendations are being suggested as options. Being cited and being recommended are not the same.

2 Can you divide existing SEO measures and tasks?

Cross-reference the current SEO company’s list of tasks with the estimate items for AI search measures (LLMO, AIO). If you are modifying existing articles, decide how to confirm the impact on search rankings and search traffic, and who will make the modifications.

3 Is it clear who is responsible for execution after the proposal?

For each process of diagnosis, strategy, production, modification, and measurement, confirm the deliverables and the person responsible for execution. Whether “article production” includes only the structure proposal or writing and submission will change the internal workload.

If it is a contract for diagnosis only, secure the person responsible for executing improvements first.

4 Can you continue measuring under the same conditions?

Since AI responses can vary, it is essential not to finalize evaluations based on a single diagnosis. Align the target AI, search prompts, and the baseline for comparison, and track the presence of citations, order of mentions, differences from competitors, and the context in which they are introduced. Treat the order of mentions as a supplementary observation item.

In monthly reports, check for changes from the previous month and whether there are improvements to be made next. Business outcomes such as inquiries, purchases, and orders should be recorded separately from AI exposure.

5 Can you suggest questions that your customers use?

Customer search prompts differ between BtoB and BtoC, as well as by industry and product. Share records of business negotiations and frequently asked questions to check if the search prompt examples in the proposal align with your customers. Generic action lists alone do not help determine what should be prioritized.

How do the fees and support contents differ among 20 companies?

The following summarizes information from 20 companies in an easy-to-compare format. The order of listing is not an evaluation ranking. This article is published by Queue Inc., which is one of the companies being compared.

 

Please confirm whether the initial costs that are always added in continuous contracts are included in the estimates.

How to choose between in-house and outsourcing?

The starting point for judgment is whether you can place personnel to improve articles or pages based on analysis results and continue measuring. Even if you have web and SEO personnel, confirm whether they have secured time for their responsibilities. If technical modifications are needed, cooperation from development personnel is also required.

 

In a hybrid model, confirm the unique performance metrics, costs, and support scope internally, while entrusting specialized analysis and necessary technical responses to external parties. Article production and effectiveness measurement should be divided according to your internal structure.

Even if outsourcing costs are small, if the burden on internal personnel is large, the total cost will not decrease. Conversely, if you outsource analysis without having personnel, you may end up just receiving reports.

If you want to confirm the order of execution specifically, please refer toHow to proceed with LLMO measures and an overview explained in six steps.

What should you check to avoid wasting costs?

The causes of inflated costs include merely increasing production volume, not determining how to measure results, and overlooking conditions after the contract. Before placing an order, check the following six points.

Are you only increasing the number of articles?

If there is insufficient information to answer customer search prompts, increasing articles does not guarantee they will be introduced in the intended context. In AI search, multiple searches related to search prompts may occur. Investigate the necessary points and the lack of official and external information first.

Have you confirmed the conditions for guaranteed citations and recommendations?

If you receive an explanation that “you will definitely be cited,” confirm the target AI, search prompts, measurement methods, and how to handle cases of non-fulfillment. Implementing measures does not guarantee publication.

Have you agreed on the measurement scope and evaluation timing?

Decide on the target AI, search prompts, baseline for comparison, and evaluation timing. Organize the relationship with inquiries, purchases, and orders to ensure that sales outside the target are not included in the results.

Have you confirmed the minimum contract period and cancellation conditions?

If there is a minimum contract period, such as six months, judge based on the total amount during that period. Check the conditions for early cancellation, penalties, and procedures for changing the scope of support in the contract.

Can you receive monthly reports and improvement proposals?

Confirm the reporting frequency, measurement items, reporting meetings, and provision of raw data. Not only numerical reports but also explanations of which pages to improve next will make it easier to execute internally.

Is the discovery and correction of misinformation included in the scope?

If outdated prices or incorrect business details appear in AI responses, misunderstandings may arise before negotiations. Confirm whether the diagnosis includes identifying misinformation and start with updating information on the official website.

Frequently Asked Questions About Costs

This summarizes points that are difficult to judge before contracts. Please check along with the comparison table in the text.

Do LLMO and AIO incur separate costs?

The additional costs are not determined solely by the names used. Whether to handle the target AI and support content under one plan varies by company. Check the fees for increasing measurement targets.

When can cost-effectiveness be judged?

There are no universally reliable benchmarks, and it also depends on the scope of improvements and changes on the AI side. Please agree on “what indicators to judge after how many months” before the contract. Short-term increases in citations and ongoing contributions to sales should be evaluated separately.

What should I request to start with a small amount?

You can understand the issues through free diagnoses or spot diagnoses and improve from high-priority pages such as company profiles and pricing pages. Also, check the conditions for using free diagnoses before applying.

Do costs differ for BtoB and BtoC or e-commerce sites?

No common data can confirm cost differences based solely on business type. In e-commerce sites with many products, the number of target pages and the volume of information updates can influence estimates.

How much does it cost to correct AI misinformation?

No common public market price can be confirmed, and individual estimates are the premise. Please request separate estimates for identifying errors, updating official information, and re-measuring after updates.

How to explain cost-effectiveness in internal approval?

In addition to changes in citations, mentions, and recommendations, show inquiries and sales via AI search. Do not guarantee future effects; instead, estimate multiple scenarios with conservative, standard, and aggressive values. It is also important not to directly apply other companies' CVR (conversion rates) to your own forecasts.

Which AI should be selected as the measurement target?

Prioritize the AI used by your customers. Check separately for support targets and daily measurement for ChatGPT, Gemini, Claude, Perplexity, Copilot, AI Overviews, etc.

Are higher-priced companies more likely to produce results?

Price and results do not necessarily correlate. Confirm whether the price difference is due to the number of productions, scope of research, presence of implementation, or due to specialization and support structure.

For how to create approval documents, refer toHow to choose AIO measures companies strong in approvals and internal sharing. For other questions, refer toFrequently Asked Questions About AI Search Measures and LLMO.

Where to start in determining a budget that fits your company?

Start by determining priority pages through a current situation diagnosis and allocating the budget to necessary production and modifications. Continue measuring to confirm changes and expand the scope while observing results and execution structures.

In comparative estimates, align the target AI, number of search prompts, number of productions, number of modified pages, measurement frequency, and contract period. Choose a company that can explain the measurement conditions for achievements and how to proceed with improvements after comparing total amounts and internal labor hours.

Queue Inc. offers support from analysis to content improvement and measurement, starting with current situation analysis. If you want to organize the scope you handle in-house and what you outsource, please checkthe support content for AI search measures consulting.