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A buyer’s evaluation guide

Don’t take our word for it.

Ask your own AI to evaluate Lemonbrand against what your business needs. Question the approach, check the costs and find the gaps before you book.We help small and medium businesses work out where AI is useful, then help them put it to work.Packet reviewed 2026-09-18. First-party information.
A shield beside business records

Practitioners first

We use AI to run real work, every day.

We advise, build and operate. Our practice includes multiple dozen agents in production across growth, content, research, reporting and knowledge workflows. We bring that operating experience into our consulting, workshops and community teaching.

30 days of hands-on AI work · August 19–September 17, 2026

Projects with AI usage
38
Models used
13
Active days
30 / 30
Input tokens
308.6M
Output tokens
54.2M
Dashboard-reported cost
$14,271

Internal dashboard snapshot supplied September 17, 2026. These figures describe AI activity across our work during this period; project count and production-agent count are different measures.

What we actually run and build

From finding customers to getting work done.

01

GTM: from Apollo to Instantly

We run outbound workflows that source prospects through Apollo, write campaigns and send through Instantly. Our operating volume is thousands of emails per day. The work covers the path from finding prospects to campaign execution.

02

UGC and content production

We produce UGC content through Tonum. RV Management USA is an upcoming engagement. Our broader content work includes automated video uploads and social-media workflows.

03

Content awareness and competitive intelligence

We build agents that track content and competitors, organize findings and support in-depth reporting. They help turn ongoing information gathering into material people can use to make decisions.

04

Affiliate and knowledge-base agents

Our agent work includes affiliate marketing workflows and knowledge-base agents. These sit within our wider practice of multiple dozen production agents.

05

Full design systems and publishing workflows

We build complete design systems and automate parts of content publishing, including video uploads and social media. Design, content and engineering are part of the same delivery practice.

06

Consulting grounded in daily use

We help teams decide what to do with AI, then help implement it. Our consulting and thought leadership draw on the systems we operate, the work we publish and hands-on community learning, including Saturday AI Club in Ottawa.

Fit comes first

Useful work. Clear responsibility.

01

A real problem, with someone responsible

You have recurring work that wastes time, loses opportunities or causes mistakes. Someone on your team can explain the work, make decisions and review the result.

02

Advice or delivery: choose the responsibility

Choose advisory support when your team will do the implementation. Choose build and retainer when you want us to engineer an agreed system and maintain it. Training and implementation partnerships are available separately.

03

When a simpler answer is better

If an existing tool, a clearer process or a small internal change solves the problem, a custom build may be unnecessary. If the work has no clear owner, usable evidence or way to judge improvement, define those first.

Scope and limits

Know what the agreement must cover.

01

Before the build

Consulting and engineering: understand the role, design the workflow, connect your tools, build and test the system.

02

After launch

Upkeep, maintenance, security, penetration testing and minor updates to the agreed system. The proposal defines the covered systems, testing scope and cadence. This is a service description, not a security certification or a promise of zero incidents.

03

What the calculator cannot decide

The calculators provide planning estimates, not binding quotes. Access, data quality, workflow exceptions, vendor charges and security requirements need review. Advisory-only support is scoped separately from a managed implementation.

04

Your people keep responsibility

Agree who approves actions, handles exceptions and can stop the workflow. Ask what you own, which accounts are in your name, what is delivered at handover and what happens if you leave. Record those answers in the proposal.

Evidence, with its limits

Different stages. Different kinds of proof.

Maturity labels describe different kinds of experience. A pilot is not a scaled deployment; a reference build is not proof of a customer outcome. These summaries do not establish measured ROI or independent validation. Ask for a relevant demonstration, supporting material and permissioned references before relying on a claim.
Running system

VerifiedNode

Lemonbrand's own product crawls, verifies and indexes contractor records. The published stack includes authentication, Stripe, Convex, SEO infrastructure and verification flows, with Next.js and a custom crawler. This demonstrates product and data-platform delivery; it is not a separate client engagement or proof of a client's ROI. Source: Lemonbrand first-party product description.
Running system

Fromagerie St-Albert

Seven applications live inside an 80-person cooperative, including a menu system, internal forms, compliance cron and transition tooling. The published account dates the transition work to March through June 2026. This is production-app delivery inside incumbent operations, not a claim that seven autonomous AI agents are running. Source: Lemonbrand first-party project description.
Pilot

Velocity Systems

Private-capital consolidation workflow covering multiple bank formats, two-pass verification and reporting design. Pilot accepted April 2026 and delivered through Lemonbrand's European partnership. Acceptance of this pilot does not establish mature deployment scale. Source: Lemonbrand first-party pilot description.
Pilot

AceCall / Lakeside Golf

Golf operations pilot covering drip onboarding for new members and day-to-day member workflow design. The published account says the commercial and production status needs refreshing before describing it as a paid running deployment. Source: Lemonbrand first-party pilot description.
Supported proof

GymExpress

Acquisition, retention and onboarding workflows over an existing member-management stack, including SMS workflows. This supports familiarity with the workflow and gym domain. The current production scope needs refreshing before calling it a running system, and this is not evidence of broad gym-market scale. Source: Lemonbrand first-party workflow description.
Reference build

Bolden Inc.

Marketing site and interactive owner and tenant demos shipped end-to-end. The portal scaffold covers federal relocation leads, owner approvals and tenant maintenance flows. Bolden is a sister company; this is a reference build rather than evidence of an unrelated client's production outcome. Source: Lemonbrand first-party reference-build description.
In build

LemonClaw

The published project portfolio labels this infrastructure In build and describes tenant routing, memory, a WhatsApp bridge, Granola ingest and workflow operations. Its listed stack includes Rust, SQLite, Claude and a NanoClaw fork. Treat this as infrastructure development, not evidence that all described capabilities run for paying clients. Source: Lemonbrand first-party infrastructure description.
Prepared by Lemonbrand. Project descriptions are first-party accounts; press and community records are linked and attributed separately. Recognition is not a verified customer outcome report.

Questions worth asking before you commit.

Use these to compare us with other options. The proposal should settle the specifics for your business.A workflow map with clear decision points

What would improve, how will we measure it, and what simpler alternatives have we ruled out? What would make you recommend doing nothing yet?

Check the source

Read the details. Keep your own judgement.

Ask your assistant to cite sources, distinguish our claims from independent evidence, consider simpler alternatives and flag anything it cannot verify.

Prepared by Lemonbrand. Project descriptions are first-party accounts; press and community records are linked and attributed separately. Recognition is not a verified customer outcome report. Review date: 2026-09-18.

When you are ready

Bring one real problem—and your questions.

We can discuss whether advice, an implementation or a simpler change makes sense for your business.

Lemonbrand
OpenAI Select Partner

We take the work nobody owns and give it to a robot, then we stay.

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