AI Annotation Assistant for Students

How it works

From text passage to guided annotation and discussion preparation in four steps.

Paste the text passage and set the purpose

The teacher pastes the passage students are annotating (a poem, a primary source document, a novel excerpt, a scientific article, or a speech) and selects the purpose: literary analysis, argumentative reading, informational text, historical document, or AP literature close reading. The guide shows the purpose and the same three reads, and the text appears at the end, ready to print.

AI generates a paragraph-by-paragraph annotation guide

The AI reads the passage and generates a guided annotation framework: for each paragraph or stanza, it identifies what to look for (a shift in tone, an unresolved tension, a rhetorical move, a piece of evidence) and provides a margin note prompt the student can respond to directly. The student is not reading passively anymore; they are reading with specific questions that require them to engage with the text.

Students annotate with marks and margin prompts

Alongside the paragraph-level prompts, the AI can flag literary and rhetorical devices (metaphor, anaphora, irony, juxtaposition, allusion) and explain what each device is doing in context, not just what it is called. The guide also has margin prompts: questions for writing their own reactions and connections in the margins as they read.

Post-annotation discussion questions

After annotation, the AI generates a set of Socratic discussion questions based on the specific passage. These are not generic comprehension questions, they are questions that draw on the patterns, tensions, and ideas in the text. A teacher using a speech might adapt them to ask about the rhetorical choices the speaker made and their effect on the argument's credibility.

The passive highlighting problem

When students are asked to annotate without guidance, the most common behavior is passive highlighting, coloring large sections of text without making any interpretive notes. This produces annotated pages that look engaged but contain no actual thinking. Annotation tends to help more when students are explicitly prompted to make connections, ask questions, and identify specific textual features.

The AI Annotation Assistant turns passive highlighting into active reading by giving students something specific to think about in each paragraph before they pick up the highlighter.

What the annotation assistant includes

With Improve with AI on, every framework is tailored to the specific text and purpose, not a generic template.

Paragraph-level annotation guides

The AI breaks the passage into chunks (paragraphs for prose, stanzas for poetry, sections for historical documents) and generates a specific prompt for each chunk. This prevents the most common annotation failure: students who read the whole passage first and then try to annotate from memory. The chunk-by-chunk structure forces close reading in real time.

Literary and rhetorical devices

The AI can identify devices in the actual text (not in a generic list) and explain what each device accomplishes in context. "The anaphora in lines 4-6 ("I have a dream...") builds emotional momentum and reinforces the parallelism of the claims" is useful annotation guidance. "Anaphora is the repetition of a phrase" is not.

Talking to the text protocol

"Talking to the text" is a close-reading strategy in which readers write their own reactions, questions, and connections in the margins as they read. The AI writes margin prompts for the text, and the teacher can add sentence starters: "The author seems to be arguing... / This reminds me of... / I am confused by... / I wonder if... / This contradicts..." These prompts lower the entry barrier for students who have never annotated before.

Sentence-level question prompts

Beyond paragraph-level prompts, the AI identifies specific sentences that repay close reading and generates questions about them: word choice, syntax, tone shift, or argumentative move. "Why does the author use the word 'claimed' rather than 'said' in the third line?" is a sentence-level question that teaches students to read for authorial intent rather than just content.

Post-annotation discussion questions

For after the student has annotated the passage, the AI generates three Socratic discussion questions that synthesize the patterns they should have found. These questions are drawn from the specific text (not generic questions about theme or character) and are designed to generate genuine discussion rather than one-word answers. They can be used for class discussion, written response prompts, or Socratic seminar preparation.

Multi-text type support

The annotation framework adapts to the text type. A poem gets a different guide than a primary source document. A scientific article gets a different guide than a persuasive speech. The AI recognizes the conventions, purpose, and analytical vocabulary appropriate to each type and tailors the prompts accordingly. Students build genre-specific annotation skills, not just a single generic approach.

Who uses the annotation assistant

AP English Language and Literature teachers use the tool to prepare annotation guides for the close reading and free-response sections of the AP exam.

AP History and Social Studies teachers use the tool for document-based questions and primary source analysis. The annotation framework for historical documents can focus on source, purpose, context, and audience, the analytical categories used in AP History document analysis.

College humanities instructors use the tool when students encounter dense philosophical, literary, or historical texts for the first time. The guided framework prevents the common mistake of reading a difficult text straight through and then not knowing what to write about.

English Language Learner teachers use the tool to build scaffolded annotation guides for texts that are above their students' independent reading level. The explicit permission to circle new words and write confusion in the margins is especially important for students who may be reluctant to admit they did not understand a word.