# How much does a chat-with-your-data tool for e-commerce businesses cost?

_The AI Build Index, published by VIZIO AI. Updated 2026-11-04. USD._

A chat-with-your-data tool for e-commerce businesses typically costs about $3,600. Half of the 25 priced job posts we tracked fall between $500 and $8,000, and one in ten reaches $17,500 or more.

## Key facts

- Typical cost: $3,600, with the middle half of posts between $500 and $8,000.
- That is 44% above the $2,500 median across all AI builds we track.
- Most posts expect one to three months, with a median of $2,000.
- Fixed-price median $350; hourly estimate median $6,400.
- Hourly rates mostly run from $19 to $32 an hour.
- Most requested skills: Shopify, Data Analysis and Python.

## What it includes

A chat-with-your-data tool lets people ask business questions in plain language and get answers from a database or BI tool, with a model writing the query behind the scenes.

E-commerce builds are shaped by the store platform. Most work connects to Shopify or a similar system, and has to handle catalogue data, orders and returns accurately during peak trading.

- A documented semantic layer over your data
- Natural-language to SQL generation
- Read-only, permission-aware query execution
- Charts and tables in the answer
- Query logging and answer review

## Systems it usually connects to

- Shopify or WooCommerce
- Klaviyo or another email platform
- Helpdesk tools such as Gorgias or Zendesk
- Inventory and shipping systems

## What drives the cost

Most posts expect one to three months, with a median of $2,000. Part of that gap is built in, because hourly estimates are calculated from expected length. Fixed-price posts state a median of $350, while hourly posts work out at $6,400 on our estimate: 18 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work.

| Expected length | Median cost | Priced posts |
| --- | --- | --- |
| Under 1 month | Too few posts | 3 |
| 1 to 3 months | $2,000 | 15 |
| 3 to 6 months | Too few posts | 4 |
| Over 6 months | Too few posts | 3 |

| Seniority requested | Median cost | Priced posts |
| --- | --- | --- |
| Entry level | Too few posts | 0 |
| Intermediate | $1,500 | 18 |
| Expert | $8,000 | 7 |

- How clean and well documented the data is
- How many tables and business definitions are involved
- Row-level permissions

## Skills and rates

The skills named most often in these posts are Shopify (36%), Data Analysis (30%), Python (24%) and Data Visualization (24%). Read this as the working stack for this kind of build, and as a checklist when assessing who should do it.

Hourly posts for this work typically offer $19 to $32 an hour, the middle half of posted rates. The median top of the range is $38 an hour across 14 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.

## Who is buying

33% of posts ask for expert-level talent. A typical post draws about 14 applicants.

## What to check before you commit

- Use read-only access, never a write-enabled account
- Agree business definitions such as revenue up front
- Show the query so answers can be checked

## Frequently asked questions

### How much does a chat-with-your-data tool for e-commerce businesses cost?

A chat-with-your-data tool for e-commerce businesses typically costs about $3,600. Half of the 25 priced job posts we tracked fall between $500 and $8,000, and one in ten reaches $17,500 or more. That is 44% above the $2,500 median across all AI builds we track.

### How long does a chat-with-your-data tool for e-commerce businesses take?

12% of posts expect the work done in under a month, 67% in one to three months and 21% over a longer stretch. Most posts expect one to three months, with a median of $2,000.

### Why do estimates vary so much?

Fixed-price posts state a median of $350, while hourly posts work out at $6,400 on our estimate: 18 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work. Scope matters most: how clean and well documented the data is and how many tables and business definitions are involved move the price the most.

### What hourly rate should I expect?

Most hourly posts offer $19 to $32 an hour, with a median top rate of $38. Agencies and in-house specialists usually charge more than the open freelance market.

### What skills does this work need?

Posts most often ask for Shopify, Data Analysis, Python and Data Visualization.

### Do I need an expert?

Posts asking for expert-level talent have a median of $8,000, 5.3 times the $1,500 for intermediate talent. 33% of posts ask for experts.

### Does the industry change the price?

For e-commerce businesses, the median of $3,600 is above the $2,500 median for chat with your data across all industries. E-commerce builds are shaped by the store platform. Most work connects to Shopify or a similar system, and has to handle catalogue data, orders and returns accurately during peak trading.

### Where do these numbers come from?

From 25 public job posts published between December 2025 and November 2026: 11 fixed budgets as stated and 14 hourly posts we costed from their rate, expected length and assumed hours. They are what buyers offered, not signed contract prices.

## Source

The AI Build Index. "Chat with your data for e-commerce: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/text-to-sql-analytics-for-ecommerce

Method: https://aibuildindex.com/methodology