What Brands Should Read First on an InfScore Card
Before outreach, read an InfScore card in order: model and coverage first, then audience quality and engagement, and the headline score last.
This versioned composite uses only available public signals. Missing factors stay unavailable and their weight is rebalanced across observed factors. It is not a percentile, price estimate, or guarantee of campaign results. Model 2026-08-18.1.

Before outreach, read one InfScore card in a fixed order. Start with the model id and scoring coverage. Then name which factor rows ran. Audience quality is 32% and engagement is 27% when those rows exist, so read them next. Reach & momentum is 23% and platform strength is 18%. The composite and the tier label come last. A dash is missing data. Its weight is held out, and the other weights rebalance. Cards opened on 2026-10-07 print model 2026-08-18.1. How to Read an Influencer Scorecard defines coverage, dashes, and tier labels. This page is the order a brand uses on a single card before it writes.
The short answer: read the card in this order
A shortlist note follows the same sequence every time, so the headline cannot stand in for the rows.
- Model id and scoring coverage. Copy both before any factor.
- Which factor rows ran. Name every dash. A dash holds its weight out.
- Audience quality and engagement. These are 59% of a full-coverage card.
- Reach & momentum and platform strength. Read them after the heavy rows. The follower total is size.
- The composite and the tier, last. The 0–100 is the mix of the rows that exist.
Each step changes a different line in the note. The stamp decides whether this card shares a formula with the rest of the list. Coverage and dashes decide how much evidence you have. Audience quality and engagement decide whether the heavy public signals support another look. Reach and platform strength qualify that look. The tier names the band. None of the five steps sets a fee, a brand-safety pass, or a campaign result.
The public score page shows one card. Nothing on that page loads a second creator beside the first. Comparing two profiles is a later job, with its own locks, in Comparing Two Creators Fairly With InfScore. The published weights on model 2026-08-18.1 are fixed when every factor is present. The methodology says available factor weights are normalized when provider data is missing. The tour of the mix is How to Measure Influencer Performance. Those pages hold the definitions. The list above is the sequence.
Step 1: model version and coverage
On the free card the model id sits in the how-to-read line, after the tier bands. That line reads Elite, Rising, Emerging, and Developing, then the model id. Cards opened on 2026-10-07 print Model 2026-08-18.1. The date inside the id is the version stamp. It is not the day you opened the page or a scoring month. If another card in the same shortlist prints a different id, park it. Two stamps are two formulas. Comparing InfScore Across Model Versions is that stop. Cite the id on the card in front of you.
Then copy scoring coverage from the line beside the tier. A full card reads "100% scoring coverage · Public provider data." A partial card prints a lower percentage with the same suffix. Coverage is the sum of the weights that came back. Full coverage is 100, and the 32/27/23/18 mix applies in full. A lower percentage means at least one published weight did not run. Coverage is an evidence label. It is not a quality grade. A card at 68 can stay in the pile. You cannot describe it as a four-factor composite.
Write the lookup surface in the same line. The platform on the score URL is the profile you asked for. Instagram, TikTok, and YouTube are lookup surfaces of this one model, not three formulas. Changing the platform query can change which public signals came back. The note should name the surface you opened.
Step 2: which factor rows ran
The free card prints four rows. Each row shows a weight, then a score or a dash, then a one-line description. The labels are Audience quality, Engagement strength, Reach & momentum, and Platform strength. The factors are calculated independently. A strong reach row cannot fill a missing audience-quality row.
A dash means the public signal did not come back. The weight is held out. The remaining weights rebalance in their published proportions. The missing factor is entered neither as a zero nor as a perfect score. Typing a zero into the spreadsheet invents a penalty the model does not apply. On the free card the empty row prints an em dash, and the bar under it is empty.
One missing factor sets the coverage you already copied:
- Audience quality dashed: coverage 68 (27 + 23 + 18).
- Engagement dashed: coverage 73 (32 + 23 + 18).
- Reach & momentum dashed: coverage 77 (32 + 27 + 18).
- Platform strength dashed: coverage 82 (32 + 27 + 23).
"Coverage 68" is unfinished until the note names the row. A missing audience-quality row and a missing platform-strength row are different holes. The arithmetic for a typed zero is Missing Data on Creator Metrics. For the shortlist, the required line is the name of the dash.
A present row can be read. A dashed row cannot be graded. If audience quality is the dash, the note says the 32% credibility signal was not returned. It does not guess the number. The other factor scores stay as printed. The free card already shows the dash. The $0.99 report does not fill it or rewrite coverage.
Step 3: audience quality and engagement
Read the heavy rows only after you know they ran. On a full-coverage card, audience quality is 32% and engagement is 27%, which is 59% of the weight. Reach and platform strength are the other 41%. A perfect score on both lighter rows is 41 points. That pair cannot carry the composite into the top bands by itself. The 59% is in the number only when both heavy rows came back.
Audience quality is provider-measured audience credibility when that signal exists. The card copy reads "Provider-measured audience credibility when available." Follower count is not this row. Added size cannot buy Audience quality or Engagement strength; followers that do not engage add audience without interactions, and InfScore publishes no lift. Audience quality is a credibility percentage and Engagement strength is rate ÷ 8. Both are independent of size in the formula. The split is Audience Quality vs Follower Count. Write the number when the row has one. When it is a dash, you are still on step 2 for that factor: coverage is 68, and the heaviest weight is outside the average.
Engagement is labeled "Engagement strength." The copy reads "Public engagement on a fixed 0–8% scale, capped at 100." A 4% public rate maps to 50. A rate above 8% stays at 100. The factor score is not the InfScore. At full coverage it carries 27%. On a partial card its share of the smaller denominator is larger, so a capped 100 is still one row. The scale is What a Good Engagement Rate Looks Like in 2026. Record the factor and the "Avg. engagement" rate printed above the rows.
Both heavy rows present and strong is a reason to finish the order. Both present and weak is a reason to slow down before anyone quotes the follower total. One of them dashed is a reason to mark the evidence partial. This page publishes no minimum score for outreach. A factor score is not a rule about who may be contacted.
Step 4: reach and momentum and platform strength
Reach & momentum is 23% when the row exists. The copy reads "Logarithmic total reach, blended with measured growth when available." Public audience size is logarithmic, from 1,000 followers at 0 on the reach component to 100 million at 100. When a growth signal exists, log reach is 70% of the row and growth is 30%. When it does not, the row is the log reach alone. "Total public followers" is the size label that feeds this row, not a fifth factor.
Platform strength is 18% when the row exists. The copy reads "Observed platform coverage and balance across public audiences." On this model the floors are 45 for one observed audience, 70 for two, and 90 for three or more, plus a small balance bonus when followers are not concentrated on one network. Empty profiles do not receive those floors. Cross-Platform Creators is that row. A 45 on a one-audience card is the floor. It says what was observed. It does not regrade audience quality.
These rows qualify a creator whose heavy rows you have already read. They do not replace a missing credibility cell or become the sort key for the pile. Sorting by "Total public followers" skips the 59%. A large follower count can sit beside weak heavy rows, or beside a dash where credibility never came back. That pattern is Why High Follower Counts Still Score Low. The growth series is not on the free card. If the reach row is a number, cite it. If it is a dash, coverage is 77 and the note says reach was not returned. Do not invent a growth story from the size label.
Step 5: the composite and tier label, last
The 0–100 is the weighted average of the rows that exist, divided by scoring coverage. On a full card the denominator is 100. On a partial card it is 68, 73, 77, or 82. The headline is last because every earlier line can change what the average means.
The tier is a band on that number. The how-to-read line prints the bands: Elite is 90–100, Rising is 80–89, Emerging is 65–79, and Developing is below 65. Developing means the mix on this card landed below 65. The model does not publish an outreach cutoff, so the band is not one. A higher band is not an instruction to write first. "67, Emerging" is a fair last line only when the stamp, the coverage, the dashes, and the rows are already in the note.
A Rising card at coverage 68 can print a higher headline than an Emerging card at coverage 100 because a heavy weight was held out. The tier label will not say that. The rows will.
Three lookups opened on 2026-10-07 are a drill in the order. Each card prints model 2026-08-18.1. They are three people on three surfaces. Read one card at a time. Do not subtract the headlines or treat the table as a shortlist. A fair pair uses the two-card guide: same model id, and the same surface when you are ranking.
| Live lookup | Surface | Coverage | Audience quality | Engagement strength | Reach & momentum | Platform strength | Composite |
|---|---|---|---|---|---|---|---|
| Emma Chamberlain, Instagram | 100 | 84 | 49 | 83 | 45 | 67, Emerging | |
| Khaby Lame, TikTok | TikTok | 68 | dash | 100 | 85 | 70 | 87, Rising |
| MrBeast, YouTube | YouTube | 68 | dash | 24 | 100 | 95 | 69, Emerging |
Emma is the full-coverage card. The order is model 2026-08-18.1, then "100% scoring coverage · Public provider data", then four rows and no dash. Audience quality is 84. The public rate is 3.9%, and 3.9 ÷ 8 × 100 rounds to 49. Reach & momentum is 83. Platform strength is 45. Total public followers reads about 14 million. (84 × 32 + 49 × 27 + 83 × 23 + 45 × 18) ÷ 100 = 67.3, which rounds to 67, Emerging.
Khaby is partial. The handle on that URL is khaby.lame. Audience quality is a dash, so coverage is 68. Read that before the headline. The public rate is 8.99%, past 8%, so Engagement strength is capped at 100. Reach is 85. Platform strength is 70. Followers read about 163 million. (100 × 27 + 85 × 23 + 70 × 18) ÷ 68 = 86.985, which rounds to 87, Rising. The 87 does not contain the missing 32%.
MrBeast is the other partial card. Audience quality is a dash, so coverage is 68. The public rate is 1.95%, and 1.95 ÷ 8 × 100 rounds to 24. Reach is 100. Platform strength is 95. Followers read about 745.3 million. (24 × 27 + 100 × 23 + 95 × 18) ÷ 68 = 68.5, which rounds to 69, Emerging. Name the dash before you name 69.
Homepage tiles are illustrative. They are not these URLs. Do not subtract 87, 69, and 67. The surfaces differ, two cards are missing audience quality, and the people differ.
What the card cannot tell a brand
The order produces a note about public signals on one profile. Several decisions stay outside that note at any coverage.
The composite is not a rate card, a price, or a percentile, and the tier is not a booking grade. The number does not forecast campaign results or say the creator will reply. The card sees public signals a provider returned. It does not see the brief, the usage rights, the exclusivity, or a brand-safety review of the posts. A strong audience-quality row leaves those questions open. A Developing band leaves them open too.
Fit is a look at the work. The score page will not tell you whether recent posts match a product. Brand affinity, when a provider returns it, is in the paid audience module. It is not a fifth factor on the free card and does not move the 0–100. A familiar name in that module is not a reason to skip the free-card order.
Under the free score, two panels read "Follower growth" with "Locked historical signals" and "Audience quality" with "Locked authenticity and reachability." Those locks mark the paid report. They are not extra factor scores or a second coverage figure.
Turning the read into an outreach shortlist
A shortlist entry is the order, in plain lines, so a later reader can see where the evidence stopped. The sheet is yours. The score page will not build it.
- Model id. Copy the stamp. If it is not the id on the rest of the list, park the card.
- Surface. Name the platform in the URL.
- Scoring coverage. Copy the percentage beside the tier.
- Dashes. Name the missing factor. Leave the cell blank. Do not type 0.
- Audience quality, if it ran. This is the 32% row.
- Engagement strength, if it ran. Record the factor and the public rate.
- Reach & momentum and platform strength. Record the follower total as size, after those rows.
- Composite and tier, last. The band is not a cutoff for who gets an email.
A full entry can read: "Model 2026-08-18.1. Instagram. Coverage 100. No dashes. Audience quality 84. Engagement strength 49, from a 3.9% public rate. Reach & momentum 83. Platform strength 45. About 14 million public followers. Composite 67, Emerging." That is Emma's card on 2026-10-07. The blank lines beside it are the fee, the fit, the rights, and whether the work matches the brief.
A partial entry should show the hole. "Model 2026-08-18.1. TikTok. Coverage 68. Audience quality dash. Engagement strength 100. Reach 85. Platform strength 70. Composite 87, Rising." Quoting only the 87 hides the step that mattered.
This page does not publish a minimum InfScore, a minimum follower count, or a minimum engagement rate for outreach. A team can bring its own brief. The card will not supply a universal threshold. When two entries need a comparison, use the two-card order.
Open the free score before you write
The free InfScore needs no signup. The free card already shows the model id, the coverage line, the dashes, the four rows, total public followers, average engagement, and the tier. That is enough to write the note in this order.
The full report is $0.99 once. Pricing is one report, with no subscription. It is the full creator report, with audience, growth, and platform deep dives when they exist. When the modules come back, audience detail can include credibility for followers, likers, and commenters, reachability, demographics, countries, cities, languages, interests, and brand affinity. The paid Creator growth chart is labeled "Last 12 months" and plots follower counts across the window the provider returned. It does not edit the 0–100. There is no spike flag on that chart.
Paying does not change the 32/27/23/18 weights, fill a dash, or raise a score. A dashed audience-quality row stays a dash after payment. Search a public Instagram, TikTok, or YouTube profile on infscore.com. Write the model id and the coverage before you write the 0–100.
This versioned composite uses only available public creator signals. Missing factors stay unavailable and their weight is rebalanced across observed factors. It is not a percentile, a price estimate, or a guarantee of campaign results.
FAQ
What should a brand check first on an InfScore card?
The model id, then scoring coverage. Cards opened on 2026-10-07 print Model 2026-08-18.1 in the how-to-read line. Coverage is the sum of the weights that ran. On that model the weights are audience quality 32%, engagement 27%, reach and momentum 23%, and platform strength 18%. Full coverage is 100. One missing factor leaves 68, 73, 77, or 82. Write the stamp and the percentage down before the 0–100.
Is a higher InfScore always the better creator to contact?
No. A higher 0–100 is the rebalanced mix on that one card. It is not a booking order, a percentile, a price, or a campaign result. A partial card can print a higher headline because a heavy weight was held out. Match the model id, name every dash, and read audience quality and engagement before you treat the gap as a reason to write.
What does scoring coverage mean for a brand?
Scoring coverage is how much of model 2026-08-18.1 actually ran. It is the sum of the published weights for rows that returned a number. Audience quality is 32%, engagement is 27%, reach and momentum is 23%, and platform strength is 18%. The free card prints the percentage beside the tier, including the line Public provider data. Coverage 68 and coverage 100 are different evidence bases. The shortlist note should say which one you have.
Does a dash mean the creator did badly on that factor?
No. A dash is a missing public signal. The weight is held out and the remaining weights rebalance. The model does not enter a zero, and the gap is not a poor grade on that row. If audience quality is the dash, coverage is 68 and the 32% credibility signal was not returned. Name the missing factor. Leave the cell blank.
Can I compare InfScores from different model versions?
Only if you are comparing versions, which is a different job. The model id is the formula stamp. Cards opened on 2026-10-07 print 2026-08-18.1. If two cards print different ids, the gap mixes two stamps. Cite the id on the card you have open, and do not treat the two headlines as one scale. That stop is Comparing InfScore Across Model Versions.
Is InfScore a price or rate card?
No. The tier is a band on the composite. Elite is 90–100, Rising is 80–89, Emerging is 65–79, and Developing is below 65. The band is not a percentile, a rate, a booking grade, or a forecast of campaign results. The card uses public signals only. It does not quote a fee.
What does the $0.99 report add for brand vetting?
The free InfScore needs no signup. The $0.99 report is a one-time unlock of the full creator report, with audience, growth, and platform deep dives when they exist. When those modules are returned, they can include audience credibility for followers, likers, and commenters, reachability, demographics, countries, cities, languages, interests, and brand affinity, plus the Creator growth chart for the last 12 months. Paying does not change the 32/27/23/18 weights, fill a dash, or raise a score.