Algorithmic Strategy Firm · Chicago

Human Value.
Machine
Verified.

We help brands bridge the gap between genuine human value and machine understanding — so when the algorithm updates, you rank higher, not lower.

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The premise
Every algorithm — Google's NavBoost, Amazon's COSMO, TikTok's retention engine — is just trying to mimic a human decision-maker. We operate at that intersection.

Service pillars

Three disciplines.
One framework.

We frame every technical engagement as a bridge between human behavior and algorithmic signal.

A — 01

Search Intelligence
SEO & AI Visibility

Human goal

Be the most helpful, authoritative answer to a user's question.

Entity Salience · Information Gain
Schema Depth · AI Citation Coverage

We structure your expertise so that search engines and LLMs can mathematically verify you are the expert. We turn "Good Advice" into "High-Confidence Data."

B — 02

Marketplace Strategy
Amazon & Retail

Human goal

Provide the product that best solves the customer's need with the least friction.

Sales Velocity · Review Sentiment
Defect Rate · Click-Through Rate

We analyze user behavior to fix disconnects in your listing and align product data with customer intent so the flywheel spins naturally.

C — 03

Discovery Intelligence
Social & Video

Human goal

Create content that holds attention and sparks emotion.

Retention Slopes · Send-to-Reach Ratios
Session Time · Rewatch Rate

We don't edit for "style" — we edit for psychology. We identify exactly where you lose the viewer's attention and engineer content to hold both the audience and the algorithm.

The differentiator

Future-proofed by design.

Most agencies chase the algorithm. When it updates, they start over. We chase the human.

The "Hacker" Agency

High risk
FocusTrick the bot.
TacticKeyword stuffing, link buying, click-bait.
ResultWins short-term. Penalized at the next Core Update.

The AlgoFāv Approach

Compound gains
FocusSatisfy the user.
TacticEntity depth, genuine authority, retention hooks.
ResultBecomes the signal. When the algo gets more human, you rank higher — not lower.
25+
Years of search intelligence
∞
Algorithm updates navigated
#HumanValue #MachineVerified #AlgorithmicStrategy #AlgoFav

About AlgoFāv

Algorithms are becoming more human every day. Google is reading for "helpfulness." TikTok is watching for "joy." Amazon is measuring "satisfaction."

If your strategy is to trick these systems, you are fighting a losing war against the smartest engineers in the world.

AlgoFāv takes a different approach. Led by Bryson Meunier, Founder and Principal Consultant, who has navigated every major shift in search for over a quarter-century — from early directories to the current era of Generative AI — we believe the only way to win the algorithm permanently is to align with its goal: serving the user.

Bryson has worked in-house at Intuit QuickBooks and Vivid Seats, led SEO for brands including Apple, Lowe's, FedEx, and NBC at Resolution Media, and managed search at Walgreens early in his career.

We use data, testing, and deep engineering experience to translate your human value into algorithmic signal. We identify the specific metrics where your quality is getting lost in translation — and we fix them.

Don't just optimize for the bot. Optimize for the person, and make sure the bot understands.

Ready to deserve
to rank?

AlgoFāv is available for select consulting engagements. Let's talk about your brand's algorithmic strategy.

hello@algofav.com